Dashboard
2025-01-25
Welcome to the World of Pokemon
library(datasets)First lets bring in the Pokemon dataset.
Pokemon = read.csv(file = 'data/Pokemon.csv')
head(Pokemon)## X. Name Type.1 Type.2 Total HP Attack Defense Sp..Atk
## 1 1 Bulbasaur Grass Poison 318 45 49 49 65
## 2 2 Ivysaur Grass Poison 405 60 62 63 80
## 3 3 Venusaur Grass Poison 525 80 82 83 100
## 4 3 VenusaurMega Venusaur Grass Poison 625 80 100 123 122
## 5 4 Charmander Fire 309 39 52 43 60
## 6 5 Charmeleon Fire 405 58 64 58 80
## Sp..Def Speed Generation Legendary
## 1 65 45 1 False
## 2 80 60 1 False
## 3 100 80 1 False
## 4 120 80 1 False
## 5 50 65 1 False
## 6 65 80 1 False
Reasearch Question 1:
What is the most common type for pokemon?
Since there are secondary typing for Pokemon, we will have to combine the observations from the two variables.
But first lets see what the data shows for Pokemon that only have one type.
# this is the Type.2 for charmander
# a Pokemon that has a singular "Fire" type
Pokemon$Type.2[5]## [1] ""The data displays a “” or empty for a Pokemon that has to Type.2. This will muddy our data if we’re looking for the most common type, since technically “” is a valid observation as far as the code is concerned.
These are the tables for Type.1 and Type.2 variables.
table(Pokemon$Type.1)##
## Bug Dark Dragon Electric Fairy Fighting Fire Flying
## 69 31 32 44 17 27 52 4
## Ghost Grass Ground Ice Normal Poison Psychic Rock
## 32 70 32 24 98 28 57 44
## Steel Water
## 27 112table(Pokemon$Type.2)##
## Bug Dark Dragon Electric Fairy Fighting Fire
## 386 3 20 18 6 23 26 12
## Flying Ghost Grass Ground Ice Normal Poison Psychic
## 97 14 25 35 14 4 34 33
## Rock Steel Water
## 14 22 14# how many types are in Type.1
length(table(Pokemon$Type.1)) ## [1] 18# how many types are in Type.2
length(table(Pokemon$Type.2))## [1] 19As you can see there is an extra type in
table(Pokemon$Type.2) that is “” with the number 386 to
represent all of the observations/Pokemon with “” for Type.2.
This is the combined table of Type.1 and Type.2, minus the empty
“” type. Now we need to be careful, because this does not represent
every Pokemon. As you can see when we look at the sum of the table, it
shows 1214 when we only have 800 observations/Pokemon.
combinedTypeTable = (table(Pokemon$Type.1) + table(Pokemon$Type.2)[-1])
combinedTypeTable##
## Bug Dark Dragon Electric Fairy Fighting Fire Flying
## 72 51 50 50 40 53 64 101
## Ghost Grass Ground Ice Normal Poison Psychic Rock
## 46 95 67 38 102 62 90 58
## Steel Water
## 49 126paste("The sum is: ", sum(combinedTypeTable))## [1] "The sum is: 1214"Finally lets see which type is the most common for pokemon, either as their Type.1 OR their Type.2.
# finds the max(table), and then finds the index of the max value, then returns both the number and its name, in our case the type
combinedTypeTable[which(combinedTypeTable == max(combinedTypeTable))]## Water
## 126As you can see, the most common typing for a Pokemon is Water.
But as always a visualization will help in contextualizing this piece of information.
combinedTypeTable = sort(combinedTypeTable, decreasing=TRUE)
barplot(combinedTypeTable[1:5], main = "TOP 5 MOST COMMON TYPES IN POKEMON", ylab="Frequency", col=c("lightblue"))
Reasearch Question 2: *ADD A “Total” Option to the Final Graph that Shows Total Amount of that Type
What generation has the greatest number of each “type”(Type.1 and Type.2 combined) of Pokemon
First we need to know how many different generations are present in our data.
table(Pokemon$Generation)##
## 1 2 3 4 5 6
## 166 106 160 121 165 82There are 6 different generations of Pokemon listed in the data, with a varying number of Pokemon for each generation.
Now we need to parse the data so that we can see how many of each type is in each generation.
# table for the number of each Type.1 type for all entries where the Generation is 1
table(Pokemon$Type.1[which(Pokemon$Generation == 1)])##
## Bug Dragon Electric Fairy Fighting Fire Ghost Grass
## 14 3 9 2 7 14 4 13
## Ground Ice Normal Poison Psychic Rock Water
## 8 2 24 14 11 10 31# table for the number of each Type.2 type for all entries where the Generation is 1
table(Pokemon$Type.2[which(Pokemon$Generation == 1)])##
## Dark Dragon Fairy Fighting Flying Grass Ground
## 88 1 1 3 2 23 2 6
## Ice Poison Psychic Rock Steel Water
## 3 22 7 2 2 4length(table(Pokemon$Type.1[which(Pokemon$Generation == 1)]))## [1] 15length(table(Pokemon$Type.2[which(Pokemon$Generation == 1)]))## [1] 14But we run in to a problem due to the way that Pokemon types are set up. A Pokemon has one or two types, and the Type.2 is valued the same as Type.1. This means that we need to count both when looking at how many types of each Pokemon are in each generation. For example the first Pokemon in the data, Bulbasaur, would count as both a “Grass” and “Poison” type, with both holding equal weight. This causes discrepancies like we see above, where some types are missing from the Type.2 table and the Type.1 table . We will have to modify the table ourselves to make this work.
Since we will most likely have to do this for every generation, lets make a function that fills in the missing “types” and returns one vector with the combined values for both Type.1 and Type.2
# this function will help us combine the two Type tables int o one table with all unique types from both Type.1 and Type.2, as well as add up duplicates
combineTypeTblByGen = function(generation){
# merging the table of Type.1 and Type.2 for the generation
mergedTypeTable = merge(table(Pokemon$Type.1[which(Pokemon$Generation == generation)]), table(Pokemon$Type.2[which(Pokemon$Generation == generation)])[-1], all= TRUE)
# vector version of the merged tables above
typeVec = mergedTypeTable[[2]]
names(typeVec) = mergedTypeTable[[1]]
# for loop that adds up the repeat values for the types, and then removes the duplicate name+value from the vector
len = length(typeVec) - 1
for(i in 1:len){
if(i >= length(typeVec)){break}
else if(names(typeVec[i]) == names(typeVec[i + 1])){
typeVec[i+1] = typeVec[i] + typeVec[i+1]
#print(typeVec[i])
typeVec = typeVec[-c(i)]
}
}
return(typeVec)
}
barplot(combineTypeTblByGen(1), las=2, main="Frequency of Types for Generation 1")
The plot above combines frequency of “types” in both Type1 and Type2 for generation 1, and because we have the function combineTypeTblByGen() we are able to replicate this for every other generation as well.
Since we have the combined tables for every generation, we can move on to comparing the generations by Type.
This next function will allow us to see how many of one specific type is in every generation. For example it will allow us to see the number of “Bug” types there are in generation 1 through 6.
# function takes in a character argument that represents a Pokemon Type and returns a vector of length 6, with each index representing the number of that type of pokemon are in that generation number
compareTypeAcrossGen = function(type){
oneTypeAllGensVec = c()
for(i in 1:6){
#print(combineTypeTblByGen(i)[type])
oneTypeAllGensVec[i] = combineTypeTblByGen(i)[type]
}
names(oneTypeAllGensVec) = c("Gen 1", "Gen 2", "Gen 3", "Gen 4", "Gen 5", "Gen 6")
return(oneTypeAllGensVec)
}
compareTypeAcrossGen("Bug")## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 14 12 14 11 18 3compareTypeAcrossGen("Dark")## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 1 8 13 7 16 3barplot(compareTypeAcrossGen("Bug"), main="Frequency of Bug Types in Each Generation(Gen)", las=2, col = "lightgreen")
We have the comparisons across generations for individual types, but that doesn’t accomplish anything unless we want to create 18 different barplots. Instead lets use the plotly package to create an interactive barplot that shows the frequency of each type across the generations to get a broader understanding of the dataset.
typeByGenTraces[]## [[1]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 14 12 14 11 18 3
##
## [[2]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 4 2 15 4 12 9
##
## [[3]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 9 9 5 12 12 3
##
## [[4]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 5 8 8 1 3 14
##
## [[5]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 9 2 9 10 17 4
##
## [[6]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 14 11 9 6 16 8
##
## [[7]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 4 1 8 9 9 15
##
## [[8]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 15 10 18 17 20 15
##
## [[9]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 14 11 16 12 12 2
##
## [[10]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 5 5 7 8 9 2
##
## [[11]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 24 15 18 18 19 4
##
## [[12]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 36 4 5 8 7 2
##
## [[13]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 18 10 28 10 16 8
##
## [[14]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 12 8 12 7 10 9
##
## [[15]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 35 18 31 15 18 9
##
## [[16]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 1 8 13 7 16 3
##
## [[17]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 23 19 14 16 21 8
##
## [[18]]
## Gen 1 Gen 2 Gen 3 Gen 4 Gen 5 Gen 6
## 2 3 12 12 12 5q2FinalGraphLets do some Querying
library(DBI)
library(RSQLite)## Warning: package 'RSQLite' was built under R version 4.4.3drv = dbDriver("SQLite")
pokemonDatabase = dbConnect(drv, dbname = "./data/veekun-pokedex.sqlite")
dbExecute(pokemonDatabase, "PRAGMA foreign_keys = on")## [1] 0dbListTables(pokemonDatabase)## [1] "abilities" "ability_changelog"
## [3] "ability_changelog_prose" "ability_flavor_text"
## [5] "ability_names" "ability_prose"
## [7] "berries" "berry_firmness"
## [9] "berry_firmness_names" "berry_flavors"
## [11] "characteristic_text" "characteristics"
## [13] "conquest_episode_names" "conquest_episode_warriors"
## [15] "conquest_episodes" "conquest_kingdom_names"
## [17] "conquest_kingdoms" "conquest_max_links"
## [19] "conquest_move_data" "conquest_move_displacement_prose"
## [21] "conquest_move_displacements" "conquest_move_effect_prose"
## [23] "conquest_move_effects" "conquest_move_range_prose"
## [25] "conquest_move_ranges" "conquest_pokemon_abilities"
## [27] "conquest_pokemon_evolution" "conquest_pokemon_moves"
## [29] "conquest_pokemon_stats" "conquest_stat_names"
## [31] "conquest_stats" "conquest_transformation_pokemon"
## [33] "conquest_transformation_warriors" "conquest_warrior_archetypes"
## [35] "conquest_warrior_names" "conquest_warrior_rank_stat_map"
## [37] "conquest_warrior_ranks" "conquest_warrior_skill_names"
## [39] "conquest_warrior_skills" "conquest_warrior_specialties"
## [41] "conquest_warrior_stat_names" "conquest_warrior_stats"
## [43] "conquest_warrior_transformation" "conquest_warriors"
## [45] "contest_combos" "contest_effect_prose"
## [47] "contest_effects" "contest_type_names"
## [49] "contest_types" "egg_group_prose"
## [51] "egg_groups" "encounter_condition_prose"
## [53] "encounter_condition_value_map" "encounter_condition_value_prose"
## [55] "encounter_condition_values" "encounter_conditions"
## [57] "encounter_method_prose" "encounter_methods"
## [59] "encounter_slots" "encounters"
## [61] "evolution_chains" "evolution_trigger_prose"
## [63] "evolution_triggers" "experience"
## [65] "genders" "generation_names"
## [67] "generations" "growth_rate_prose"
## [69] "growth_rates" "item_categories"
## [71] "item_category_prose" "item_flag_map"
## [73] "item_flag_prose" "item_flags"
## [75] "item_flavor_summaries" "item_flavor_text"
## [77] "item_fling_effect_prose" "item_fling_effects"
## [79] "item_game_indices" "item_names"
## [81] "item_pocket_names" "item_pockets"
## [83] "item_prose" "items"
## [85] "language_names" "languages"
## [87] "location_area_encounter_rates" "location_area_prose"
## [89] "location_areas" "location_game_indices"
## [91] "location_names" "locations"
## [93] "machines" "move_battle_style_prose"
## [95] "move_battle_styles" "move_changelog"
## [97] "move_damage_class_prose" "move_damage_classes"
## [99] "move_effect_changelog" "move_effect_changelog_prose"
## [101] "move_effect_prose" "move_effects"
## [103] "move_flag_map" "move_flag_prose"
## [105] "move_flags" "move_flavor_summaries"
## [107] "move_flavor_text" "move_meta"
## [109] "move_meta_ailment_names" "move_meta_ailments"
## [111] "move_meta_categories" "move_meta_category_prose"
## [113] "move_meta_stat_changes" "move_names"
## [115] "move_target_prose" "move_targets"
## [117] "moves" "nature_battle_style_preferences"
## [119] "nature_names" "nature_pokeathlon_stats"
## [121] "natures" "pal_park"
## [123] "pal_park_area_names" "pal_park_areas"
## [125] "pokeathlon_stat_names" "pokeathlon_stats"
## [127] "pokedex_prose" "pokedex_version_groups"
## [129] "pokedexes" "pokemon"
## [131] "pokemon_abilities" "pokemon_color_names"
## [133] "pokemon_colors" "pokemon_dex_numbers"
## [135] "pokemon_egg_groups" "pokemon_evolution"
## [137] "pokemon_form_generations" "pokemon_form_names"
## [139] "pokemon_form_pokeathlon_stats" "pokemon_forms"
## [141] "pokemon_game_indices" "pokemon_habitat_names"
## [143] "pokemon_habitats" "pokemon_items"
## [145] "pokemon_move_method_prose" "pokemon_move_methods"
## [147] "pokemon_moves" "pokemon_shape_prose"
## [149] "pokemon_shapes" "pokemon_species"
## [151] "pokemon_species_flavor_summaries" "pokemon_species_flavor_text"
## [153] "pokemon_species_names" "pokemon_species_prose"
## [155] "pokemon_stats" "pokemon_types"
## [157] "region_names" "regions"
## [159] "stat_names" "stats"
## [161] "super_contest_combos" "super_contest_effect_prose"
## [163] "super_contest_effects" "type_efficacy"
## [165] "type_game_indices" "type_names"
## [167] "types" "version_group_pokemon_move_methods"
## [169] "version_group_regions" "version_groups"
## [171] "version_names" "versions"This database and tables needs to be “cleaned” or organized into the
information that I actually need –> practice organizing and putting
data togehter with joins
Questions to ask/analyze:
how has the stats fro certain types changed over the course of the
generartions?
is this change significant?
Goal 1: Create a table/df with all relevant info like pokemon speciest, pokedex number, stats, moves, pokedex flavor text, habitat, strengths and weaknesses, enocunters, locations, abilities
Goal 2:
Pokedex app? image, stats, and reads pokedex entry? check normality for stats by type
hypothesis: flying types are significantly faster than ground, check?
Research Question 3: How does each individual stat vary across the different types.
When I think of flying type Pokemon, I imagine fast aerial predators,
so naturally you would think that their speed stat is significantly
higher than that of ground/rock types that are usually large boulders
and giants. But do the stats, get it?, actually back this up?
Lets Find Out!
Step 1: get a data frame with every flying type and their
speed stat and every ground type and their speed stat
Lets build this dataframe step by step.
Step 1a: get a dataframe with every Pokemon and its speed
stat
dbGetQuery(pokemonDatabase,
"PRAGMA FOREIGN_KEY_LIST(pokemon_stats)")## id seq table from to on_update on_delete match
## 1 0 0 stats stat_id id NO ACTION NO ACTION NONE
## 2 1 0 pokemon pokemon_id id NO ACTION NO ACTION NONEdbGetQuery(pokemonDatabase, "
SELECT pokemon_id, identifier, base_stat
FROM pokemon_stats INNER JOIN stats
ON pokemon_stats.stat_id = stats.id
WHERE identifier = 'speed'
LIMIT 20")## pokemon_id identifier base_stat
## 1 1 speed 45
## 2 2 speed 60
## 3 3 speed 80
## 4 4 speed 65
## 5 5 speed 80
## 6 6 speed 100
## 7 7 speed 43
## 8 8 speed 58
## 9 9 speed 78
## 10 10 speed 45
## 11 11 speed 30
## 12 12 speed 70
## 13 13 speed 50
## 14 14 speed 35
## 15 15 speed 75
## 16 16 speed 56
## 17 17 speed 71
## 18 18 speed 101
## 19 19 speed 72
## 20 20 speed 97Step 1b: dataframe with every pokemon’s type
# dbGetQuery(pokemonDatabase, "
# SELECT *
# FROM pokemon_types")
#
# dbGetQuery(pokemonDatabase, "
# PRAGMA FOREIGN_KEY_LIST(pokemon_types)")
#
# dbGetQuery(pokemonDatabase, "
# SELECT *
# FROM types")
dbGetQuery(pokemonDatabase, "
PRAGMA FOREIGN_KEY_LIST(pokemon_types)
") ## id seq table from to on_update on_delete match
## 1 0 0 types type_id id NO ACTION NO ACTION NONE
## 2 1 0 pokemon pokemon_id id NO ACTION NO ACTION NONEdbGetQuery(pokemonDatabase, "
SELECT pokemon_id, slot, identifier as TYPE
FROM pokemon_types INNER JOIN types
ON pokemon_types.type_id = types.id
LIMIT 20")## pokemon_id slot TYPE
## 1 1 1 grass
## 2 1 2 poison
## 3 2 1 grass
## 4 2 2 poison
## 5 3 1 grass
## 6 3 2 poison
## 7 4 1 fire
## 8 5 1 fire
## 9 6 1 fire
## 10 6 2 flying
## 11 7 1 water
## 12 8 1 water
## 13 9 1 water
## 14 10 1 bug
## 15 11 1 bug
## 16 12 1 bug
## 17 12 2 flying
## 18 13 1 bug
## 19 13 2 poison
## 20 14 1 bugStep 1c: Now that we have two dataframes with every pokemon and its speed stat and another with every Pokemon and its type, we need a dataframe that combines these two.
# initial query with all required columns
dbGetQuery(pokemonDatabase, "
SELECT pokemon.id, pokemon.identifier, pokemon_types.pokemon_id, pokemon_types.type_id, types.identifier, pokemon_stats.stat_id, pokemon_stats.base_stat, stats.identifier
FROM pokemon_types
INNER JOIN pokemon ON pokemon_types.pokemon_id = pokemon.id
INNER JOIN types ON pokemon_types.type_id = types.id
INNER JOIN pokemon_stats ON pokemon_stats.pokemon_id = pokemon.id
INNER JOIN stats ON pokemon_stats.stat_id = stats.id
LIMIT 20
")## id identifier pokemon_id type_id identifier stat_id base_stat
## 1 1 bulbasaur 1 12 grass 1 45
## 2 1 bulbasaur 1 12 grass 2 49
## 3 1 bulbasaur 1 12 grass 3 49
## 4 1 bulbasaur 1 12 grass 4 65
## 5 1 bulbasaur 1 12 grass 5 65
## 6 1 bulbasaur 1 12 grass 6 45
## 7 1 bulbasaur 1 4 poison 1 45
## 8 1 bulbasaur 1 4 poison 2 49
## 9 1 bulbasaur 1 4 poison 3 49
## 10 1 bulbasaur 1 4 poison 4 65
## 11 1 bulbasaur 1 4 poison 5 65
## 12 1 bulbasaur 1 4 poison 6 45
## 13 2 ivysaur 2 12 grass 1 60
## 14 2 ivysaur 2 12 grass 2 62
## 15 2 ivysaur 2 12 grass 3 63
## 16 2 ivysaur 2 12 grass 4 80
## 17 2 ivysaur 2 12 grass 5 80
## 18 2 ivysaur 2 12 grass 6 60
## 19 2 ivysaur 2 4 poison 1 60
## 20 2 ivysaur 2 4 poison 2 62
## identifier
## 1 hp
## 2 attack
## 3 defense
## 4 special-attack
## 5 special-defense
## 6 speed
## 7 hp
## 8 attack
## 9 defense
## 10 special-attack
## 11 special-defense
## 12 speed
## 13 hp
## 14 attack
## 15 defense
## 16 special-attack
## 17 special-defense
## 18 speed
## 19 hp
## 20 attackSave the dataframe so that we can do statistics on it with R
# cleaned up query with all required info for flying and ground type pokemon
flynGrndSPD_df = dbGetQuery(pokemonDatabase, "
SELECT pokemon.identifier AS name, types.identifier AS type, stats.identifier AS stat_name, pokemon_stats.base_stat
FROM pokemon_types
INNER JOIN pokemon ON pokemon_types.pokemon_id = pokemon.id
INNER JOIN types ON pokemon_types.type_id = types.id
INNER JOIN pokemon_stats ON pokemon_stats.pokemon_id = pokemon.id
INNER JOIN stats ON pokemon_stats.stat_id = stats.id
WHERE stat_name LIKE 'speed' AND (type LIKE 'flying' OR type LIKE 'ground')
")
# data frame with flying types and their speed stats
flyingSpeeds = flynGrndSPD_df[which(flynGrndSPD_df$type == "flying"), ]
# data frame with ground types and their speed stats
groundSpeeds = flynGrndSPD_df[which(flynGrndSPD_df$type == "ground"), ]
flynGrndSPD_df## name type stat_name base_stat
## 1 charizard flying speed 100
## 2 butterfree flying speed 70
## 3 pidgey flying speed 56
## 4 pidgeotto flying speed 71
## 5 pidgeot flying speed 101
## 6 spearow flying speed 70
## 7 fearow flying speed 100
## 8 sandshrew ground speed 40
## 9 sandslash ground speed 65
## 10 nidoqueen ground speed 76
## 11 nidoking ground speed 85
## 12 zubat flying speed 55
## 13 golbat flying speed 90
## 14 diglett ground speed 95
## 15 dugtrio ground speed 120
## 16 geodude ground speed 20
## 17 graveler ground speed 35
## 18 golem ground speed 45
## 19 farfetchd flying speed 60
## 20 doduo flying speed 75
## 21 dodrio flying speed 100
## 22 onix ground speed 70
## 23 cubone ground speed 35
## 24 marowak ground speed 45
## 25 rhyhorn ground speed 25
## 26 rhydon ground speed 40
## 27 scyther flying speed 105
## 28 gyarados flying speed 81
## 29 aerodactyl flying speed 130
## 30 articuno flying speed 85
## 31 zapdos flying speed 100
## 32 moltres flying speed 90
## 33 dragonite flying speed 80
## 34 hoothoot flying speed 50
## 35 noctowl flying speed 70
## 36 ledyba flying speed 55
## 37 ledian flying speed 85
## 38 crobat flying speed 130
## 39 togetic flying speed 40
## 40 natu flying speed 70
## 41 xatu flying speed 95
## 42 hoppip flying speed 50
## 43 skiploom flying speed 80
## 44 jumpluff flying speed 110
## 45 yanma flying speed 95
## 46 wooper ground speed 15
## 47 quagsire ground speed 35
## 48 murkrow flying speed 91
## 49 gligar ground speed 85
## 50 gligar flying speed 85
## 51 steelix ground speed 30
## 52 swinub ground speed 50
## 53 piloswine ground speed 50
## 54 delibird flying speed 75
## 55 mantine flying speed 70
## 56 skarmory flying speed 70
## 57 phanpy ground speed 40
## 58 donphan ground speed 50
## 59 larvitar ground speed 41
## 60 pupitar ground speed 51
## 61 lugia flying speed 110
## 62 ho-oh flying speed 90
## 63 marshtomp ground speed 50
## 64 swampert ground speed 60
## 65 beautifly flying speed 65
## 66 taillow flying speed 85
## 67 swellow flying speed 125
## 68 wingull flying speed 85
## 69 pelipper flying speed 65
## 70 masquerain flying speed 60
## 71 nincada ground speed 40
## 72 ninjask flying speed 160
## 73 numel ground speed 35
## 74 camerupt ground speed 40
## 75 trapinch ground speed 10
## 76 vibrava ground speed 70
## 77 flygon ground speed 100
## 78 swablu flying speed 50
## 79 altaria flying speed 80
## 80 barboach ground speed 60
## 81 whiscash ground speed 60
## 82 baltoy ground speed 55
## 83 claydol ground speed 75
## 84 tropius flying speed 51
## 85 salamence flying speed 100
## 86 groudon ground speed 90
## 87 rayquaza flying speed 95
## 88 torterra ground speed 56
## 89 starly flying speed 60
## 90 staravia flying speed 80
## 91 staraptor flying speed 100
## 92 mothim flying speed 66
## 93 combee flying speed 70
## 94 vespiquen flying speed 40
## 95 gastrodon ground speed 39
## 96 drifloon flying speed 70
## 97 drifblim flying speed 80
## 98 honchkrow flying speed 71
## 99 chatot flying speed 91
## 100 gible ground speed 42
## 101 gabite ground speed 82
## 102 garchomp ground speed 102
## 103 hippopotas ground speed 32
## 104 hippowdon ground speed 47
## 105 mantyke flying speed 50
## 106 rhyperior ground speed 40
## 107 togekiss flying speed 80
## 108 yanmega flying speed 95
## 109 gliscor ground speed 95
## 110 gliscor flying speed 95
## 111 mamoswine ground speed 80
## 112 pidove flying speed 43
## 113 tranquill flying speed 65
## 114 unfezant flying speed 93
## 115 woobat flying speed 72
## 116 swoobat flying speed 114
## 117 drilbur ground speed 68
## 118 excadrill ground speed 88
## 119 palpitoad ground speed 69
## 120 seismitoad ground speed 74
## 121 sandile ground speed 65
## 122 krokorok ground speed 74
## 123 krookodile ground speed 92
## 124 sigilyph flying speed 97
## 125 archen flying speed 70
## 126 archeops flying speed 110
## 127 ducklett flying speed 55
## 128 swanna flying speed 98
## 129 emolga flying speed 103
## 130 stunfisk ground speed 32
## 131 golett ground speed 35
## 132 golurk ground speed 55
## 133 rufflet flying speed 60
## 134 braviary flying speed 80
## 135 vullaby flying speed 60
## 136 mandibuzz flying speed 80
## 137 tornadus-incarnate flying speed 111
## 138 thundurus-incarnate flying speed 111
## 139 landorus-incarnate ground speed 101
## 140 landorus-incarnate flying speed 101
## 141 diggersby ground speed 78
## 142 fletchling flying speed 62
## 143 fletchinder flying speed 84
## 144 talonflame flying speed 126
## 145 vivillon flying speed 89
## 146 hawlucha flying speed 118
## 147 noibat flying speed 55
## 148 noivern flying speed 123
## 149 yveltal flying speed 99
## 150 zygarde ground speed 95
## 151 wormadam-sandy ground speed 36
## 152 shaymin-sky flying speed 127
## 153 rotom-fan flying speed 86
## 154 tornadus-therian flying speed 121
## 155 thundurus-therian flying speed 101
## 156 landorus-therian ground speed 91
## 157 landorus-therian flying speed 91
## 158 charizard-mega-y flying speed 100
## 159 pinsir-mega flying speed 105
## 160 aerodactyl-mega flying speed 150
## 161 garchomp-mega ground speed 92
## 162 swampert-mega ground speed 70
## 163 steelix-mega ground speed 30
## 164 pidgeot-mega flying speed 121
## 165 groudon-primal ground speed 90
## 166 rayquaza-mega flying speed 115
## 167 camerupt-mega ground speed 20
## 168 salamence-mega flying speed 120In order to figure out what hypothesis test to choose, lets figure out if our data follows a normal distribution.
hist(flyingSpeeds$base_stat, main = "Flying Type Speed Distribution", xlab = "Speed stat")
hist(groundSpeeds$base_stat, main = "Ground Type Speed Distribution", xlab = "Speed stat")
qqnorm(flyingSpeeds$base_stat, main = "Normal Q-Q Plot for Flying Types")
qqline(flyingSpeeds$base_stat, col = "red")
qqnorm(groundSpeeds$base_stat, main = "Normal Q-Q Plot for Ground Types")
qqline(groundSpeeds$base_stat, col = "red")
While the data doesnt appear to be normal, it helps to do a formal
test to make sure that we are making an accurate interpretation of our
data that isnt solely reliant on visuals.
In order to do that, we’ll conduct a Shapiro Wilk Test
on a random sample from both groups.
First we need to take random samples from both groups with sample size n = 30.
flySpeedSample = sample(groundSpeeds$base_stat, 30, replace = TRUE)
grndSpeedSample = sample(flyingSpeeds$base_stat, 30, replace = TRUE)Then we can use R’s built in function for the Shapiro test for normality.
shapiro.test(flySpeedSample)##
## Shapiro-Wilk normality test
##
## data: flySpeedSample
## W = 0.91445, p-value = 0.0193shapiro.test(grndSpeedSample)##
## Shapiro-Wilk normality test
##
## data: grndSpeedSample
## W = 0.94422, p-value = 0.1182Lets interpret these results: For info, the Shapiro Wilk test is a
hypothesis test where the null hypothesis is that a random sample comes
from a normally distributed dataset.
The W statistic is the result of the Shapiro Wilk Test, which measures
how close the sample matches a normal distribution, with 1 being normal
and 0 being not normal. The P value determines if we can reject the null
hypothesis that the sample comes from a normally distributed dataset. If
the p value result is <= 0.05, we can reject the null hypothesis,
however if the p value result is > 0.05 we are unable to reject the
null hypothesis that the random sample comes from a normally distributed
dataset.
However, we encounter a problem. Depending on the random sample, the
samples either fail or pass the test. We want to see if it is passing
this test a reliable number of times. So lets build a function that does
the shapiro wilk test on the 100 different samples, and if 95% of them
are passing, we can reasonable say that they pass the shapiro wilk
test.
shapiroSample = function(dataset, reps, sampleSize){
pass_vec = c()
for(i in 1:reps){
sample = sample(dataset, sampleSize, replace = TRUE)
outcome = shapiro.test(sample)
# checks to see if this sample rejects the null hypothesis or not
# if it does adds a 0 for fail, and if not adds a 1 for pass
if(outcome[2] > 0.05){pass_vec[i] = 1}
else if(outcome[2] <= 0.05){pass_vec[i] = 0}
}
return(pass_vec)
}Now lets execute this function for our data.
mean(shapiroSample(flyingSpeeds$base_stat, 100, 30))## [1] 0.87mean(shapiroSample(groundSpeeds$base_stat, 100, 30))## [1] 0.61Since the percentage of samples out of 100 that pass the Shapiro Wilk
test are nowhere close to 95% for both flying and ground types, we can
say that our data is not normally distributed.
So what do we do now?
We need to find an appropriate statistical test that will give us the
findings we are looking for without normality of the data being a
requirement.
NOTE: USE VIEWS IF THERE IS A QUERY YOU NEED TO KEEP MAKING
What insight do we gain from the existence/nonexistence of a
relationship between base stats and abilities?
Step 1: Lets query to get a dataframe with Pokemon, their name, their abilities, and their base stat totals.
# querying the relations that have the fields for the final data frame
dbGetQuery(pokemonDatabase, "PRAGMA FOREIGN_KEY_LIST(pokemon_abilities)")## id seq table from to on_update on_delete match
## 1 0 0 abilities ability_id id NO ACTION NO ACTION NONE
## 2 1 0 pokemon pokemon_id id NO ACTION NO ACTION NONEdbGetQuery(pokemonDatabase, "
SELECT *
FROM pokemon_abilities
")## pokemon_id ability_id is_hidden slot
## 1 1 65 0 1
## 2 1 34 1 3
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## 1697 698 174 0 1
## 1698 698 117 1 3
## 1699 699 174 0 1
## 1700 699 117 1 3
## 1701 700 56 0 1
## 1702 700 182 1 3
## 1703 701 7 0 1
## 1704 701 84 0 2
## 1705 701 104 1 3
## 1706 702 167 0 1
## 1707 702 53 0 2
## 1708 702 57 1 3
## 1709 703 29 0 1
## 1710 703 5 1 3
## 1711 704 157 0 1
## 1712 704 93 0 2
## 1713 704 183 1 3
## 1714 705 157 0 1
## 1715 705 93 0 2
## 1716 705 183 1 3
## 1717 706 157 0 1
## 1718 706 93 0 2
## 1719 706 183 1 3
## 1720 707 158 0 1
## 1721 707 170 1 3
## 1722 708 30 0 1
## 1723 708 119 0 2
## 1724 708 139 1 3
## 1725 709 30 0 1
## 1726 709 119 0 2
## 1727 709 139 1 3
## 1728 710 53 0 1
## 1729 710 119 0 2
## 1730 710 15 1 3
## 1731 711 53 0 1
## 1732 711 119 0 2
## 1733 711 15 1 3
## 1734 712 20 0 1
## 1735 712 115 0 2
## 1736 712 5 1 3
## 1737 713 20 0 1
## 1738 713 115 0 2
## 1739 713 5 1 3
## 1740 714 119 0 1
## 1741 714 151 0 2
## 1742 714 140 1 3
## 1743 715 119 0 1
## 1744 715 151 0 2
## 1745 715 140 1 3
## 1746 716 187 0 1
## 1747 717 186 0 1
## 1748 718 188 0 1
## 1749 719 29 0 1
## 1750 720 170 0 1
## 1751 721 11 0 1
## 1752 10001 46 0 1
## 1753 10002 46 0 1
## 1754 10003 46 0 1
## 1755 10004 107 0 1
## 1756 10004 142 1 3
## 1757 10005 107 0 1
## 1758 10005 142 1 3
## 1759 10006 32 0 1
## 1760 10007 26 0 1
## 1761 10008 26 0 1
## 1762 10009 26 0 1
## 1763 10010 26 0 1
## 1764 10011 26 0 1
## 1765 10012 26 0 1
## 1766 10013 59 0 1
## 1767 10014 59 0 1
## 1768 10015 59 0 1
## 1769 10016 69 0 1
## 1770 10016 91 0 2
## 1771 10016 104 1 3
## 1772 10017 125 0 1
## 1773 10017 161 1 3
## 1774 10018 32 0 1
## 1775 10019 144 0 1
## 1776 10020 10 0 1
## 1777 10021 22 0 1
## 1778 10022 164 0 1
## 1779 10023 163 0 1
## 1780 10024 154 0 1
## 1781 10025 51 0 1
## 1782 10025 151 0 2
## 1783 10025 172 1 3
## 1784 10026 176 0 1
## 1785 10027 53 0 1
## 1786 10027 119 0 2
## 1787 10027 15 1 3
## 1788 10028 53 0 1
## 1789 10028 119 0 2
## 1790 10028 15 1 3
## 1791 10029 53 0 1
## 1792 10029 119 0 2
## 1793 10029 15 1 3
## 1794 10030 53 0 1
## 1795 10030 119 0 2
## 1796 10030 15 1 3
## 1797 10031 53 0 1
## 1798 10031 119 0 2
## 1799 10031 15 1 3
## 1800 10032 53 0 1
## 1801 10032 119 0 2
## 1802 10032 15 1 3
## 1803 10033 47 0 1
## 1804 10034 181 0 1
## 1805 10035 70 0 1
## 1806 10036 178 0 1
## 1807 10037 36 0 1
## 1808 10038 23 0 1
## 1809 10039 185 0 1
## 1810 10040 184 0 1
## 1811 10041 104 0 1
## 1812 10042 181 0 1
## 1813 10043 80 0 1
## 1814 10044 15 0 1
## 1815 10045 104 0 1
## 1816 10046 101 0 1
## 1817 10047 92 0 1
## 1818 10048 94 0 1
## 1819 10049 45 0 1
## 1820 10050 3 0 1
## 1821 10051 182 0 1
## 1822 10052 37 0 1
## 1823 10053 111 0 1
## 1824 10054 74 0 1
## 1825 10055 22 0 1
## 1826 10056 158 0 1
## 1827 10057 156 0 1
## 1828 10058 159 0 1
## 1829 10059 91 0 1
## 1830 10060 117 0 1
## 1831 10061 166 0 1
## 1832 10061 180 1 3
## 1833 10062 26 0 1
## 1834 10063 26 0 1
## 1835 10064 33 0 1
## 1836 10065 31 0 1
## 1837 10066 156 0 1
## 1838 10067 182 0 1
## 1839 10068 39 0 1
## 1840 10069 131 0 1
## 1841 10070 173 0 1
## 1842 10071 75 0 1
## 1843 10072 159 0 1
## 1844 10073 99 0 1
## 1845 10074 174 0 1
## 1846 10075 156 0 1
## 1847 10076 181 0 1
## 1848 10077 189 0 1
## 1849 10078 190 0 1
## 1850 10079 191 0 1
## 1851 10080 9 0 1
## 1852 10080 31 1 3
## 1853 10081 9 0 1
## 1854 10081 31 1 3
## 1855 10082 9 0 1
## 1856 10082 31 1 3
## 1857 10083 9 0 1
## 1858 10083 31 1 3
## 1859 10084 9 0 1
## 1860 10084 31 1 3
## 1861 10085 9 0 1
## 1862 10085 31 1 3
## 1863 10086 170 0 1
## 1864 10087 125 0 1
## 1865 10088 113 0 1
## 1866 10089 184 0 1
## 1867 10090 91 0 1dbGetQuery(pokemonDatabase, "
SELECT *
FROM abilities")## id identifier generation_id is_main_series
## 1 1 stench 3 1
## 2 2 drizzle 3 1
## 3 3 speed-boost 3 1
## 4 4 battle-armor 3 1
## 5 5 sturdy 3 1
## 6 6 damp 3 1
## 7 7 limber 3 1
## 8 8 sand-veil 3 1
## 9 9 static 3 1
## 10 10 volt-absorb 3 1
## 11 11 water-absorb 3 1
## 12 12 oblivious 3 1
## 13 13 cloud-nine 3 1
## 14 14 compound-eyes 3 1
## 15 15 insomnia 3 1
## 16 16 color-change 3 1
## 17 17 immunity 3 1
## 18 18 flash-fire 3 1
## 19 19 shield-dust 3 1
## 20 20 own-tempo 3 1
## 21 21 suction-cups 3 1
## 22 22 intimidate 3 1
## 23 23 shadow-tag 3 1
## 24 24 rough-skin 3 1
## 25 25 wonder-guard 3 1
## 26 26 levitate 3 1
## 27 27 effect-spore 3 1
## 28 28 synchronize 3 1
## 29 29 clear-body 3 1
## 30 30 natural-cure 3 1
## 31 31 lightning-rod 3 1
## 32 32 serene-grace 3 1
## 33 33 swift-swim 3 1
## 34 34 chlorophyll 3 1
## 35 35 illuminate 3 1
## 36 36 trace 3 1
## 37 37 huge-power 3 1
## 38 38 poison-point 3 1
## 39 39 inner-focus 3 1
## 40 40 magma-armor 3 1
## 41 41 water-veil 3 1
## 42 42 magnet-pull 3 1
## 43 43 soundproof 3 1
## 44 44 rain-dish 3 1
## 45 45 sand-stream 3 1
## 46 46 pressure 3 1
## 47 47 thick-fat 3 1
## 48 48 early-bird 3 1
## 49 49 flame-body 3 1
## 50 50 run-away 3 1
## 51 51 keen-eye 3 1
## 52 52 hyper-cutter 3 1
## 53 53 pickup 3 1
## 54 54 truant 3 1
## 55 55 hustle 3 1
## 56 56 cute-charm 3 1
## 57 57 plus 3 1
## 58 58 minus 3 1
## 59 59 forecast 3 1
## 60 60 sticky-hold 3 1
## 61 61 shed-skin 3 1
## 62 62 guts 3 1
## 63 63 marvel-scale 3 1
## 64 64 liquid-ooze 3 1
## 65 65 overgrow 3 1
## 66 66 blaze 3 1
## 67 67 torrent 3 1
## 68 68 swarm 3 1
## 69 69 rock-head 3 1
## 70 70 drought 3 1
## 71 71 arena-trap 3 1
## 72 72 vital-spirit 3 1
## 73 73 white-smoke 3 1
## 74 74 pure-power 3 1
## 75 75 shell-armor 3 1
## 76 76 air-lock 3 1
## 77 77 tangled-feet 4 1
## 78 78 motor-drive 4 1
## 79 79 rivalry 4 1
## 80 80 steadfast 4 1
## 81 81 snow-cloak 4 1
## 82 82 gluttony 4 1
## 83 83 anger-point 4 1
## 84 84 unburden 4 1
## 85 85 heatproof 4 1
## 86 86 simple 4 1
## 87 87 dry-skin 4 1
## 88 88 download 4 1
## 89 89 iron-fist 4 1
## 90 90 poison-heal 4 1
## 91 91 adaptability 4 1
## 92 92 skill-link 4 1
## 93 93 hydration 4 1
## 94 94 solar-power 4 1
## 95 95 quick-feet 4 1
## 96 96 normalize 4 1
## 97 97 sniper 4 1
## 98 98 magic-guard 4 1
## 99 99 no-guard 4 1
## 100 100 stall 4 1
## 101 101 technician 4 1
## 102 102 leaf-guard 4 1
## 103 103 klutz 4 1
## 104 104 mold-breaker 4 1
## 105 105 super-luck 4 1
## 106 106 aftermath 4 1
## 107 107 anticipation 4 1
## 108 108 forewarn 4 1
## 109 109 unaware 4 1
## 110 110 tinted-lens 4 1
## 111 111 filter 4 1
## 112 112 slow-start 4 1
## 113 113 scrappy 4 1
## 114 114 storm-drain 4 1
## 115 115 ice-body 4 1
## 116 116 solid-rock 4 1
## 117 117 snow-warning 4 1
## 118 118 honey-gather 4 1
## 119 119 frisk 4 1
## 120 120 reckless 4 1
## 121 121 multitype 4 1
## 122 122 flower-gift 4 1
## 123 123 bad-dreams 4 1
## 124 124 pickpocket 5 1
## 125 125 sheer-force 5 1
## 126 126 contrary 5 1
## 127 127 unnerve 5 1
## 128 128 defiant 5 1
## 129 129 defeatist 5 1
## 130 130 cursed-body 5 1
## 131 131 healer 5 1
## 132 132 friend-guard 5 1
## 133 133 weak-armor 5 1
## 134 134 heavy-metal 5 1
## 135 135 light-metal 5 1
## 136 136 multiscale 5 1
## 137 137 toxic-boost 5 1
## 138 138 flare-boost 5 1
## 139 139 harvest 5 1
## 140 140 telepathy 5 1
## 141 141 moody 5 1
## 142 142 overcoat 5 1
## 143 143 poison-touch 5 1
## 144 144 regenerator 5 1
## 145 145 big-pecks 5 1
## 146 146 sand-rush 5 1
## 147 147 wonder-skin 5 1
## 148 148 analytic 5 1
## 149 149 illusion 5 1
## 150 150 imposter 5 1
## 151 151 infiltrator 5 1
## 152 152 mummy 5 1
## 153 153 moxie 5 1
## 154 154 justified 5 1
## 155 155 rattled 5 1
## 156 156 magic-bounce 5 1
## 157 157 sap-sipper 5 1
## 158 158 prankster 5 1
## 159 159 sand-force 5 1
## 160 160 iron-barbs 5 1
## 161 161 zen-mode 5 1
## 162 162 victory-star 5 1
## 163 163 turboblaze 5 1
## 164 164 teravolt 5 1
## 165 165 aroma-veil 6 1
## 166 166 flower-veil 6 1
## 167 167 cheek-pouch 6 1
## 168 168 protean 6 1
## 169 169 fur-coat 6 1
## 170 170 magician 6 1
## 171 171 bulletproof 6 1
## 172 172 competitive 6 1
## 173 173 strong-jaw 6 1
## 174 174 refrigerate 6 1
## 175 175 sweet-veil 6 1
## 176 176 stance-change 6 1
## 177 177 gale-wings 6 1
## 178 178 mega-launcher 6 1
## 179 179 grass-pelt 6 1
## 180 180 symbiosis 6 1
## 181 181 tough-claws 6 1
## 182 182 pixilate 6 1
## 183 183 gooey 6 1
## 184 184 aerilate 6 1
## 185 185 parental-bond 6 1
## 186 186 dark-aura 6 1
## 187 187 fairy-aura 6 1
## 188 188 aura-break 6 1
## 189 189 primordial-sea 6 1
## 190 190 desolate-land 6 1
## 191 191 delta-stream 6 1
## 192 10001 mountaineer 5 0
## 193 10002 wave-rider 5 0
## 194 10003 skater 5 0
## 195 10004 thrust 5 0
## 196 10005 perception 5 0
## 197 10006 parry 5 0
## 198 10007 instinct 5 0
## 199 10008 dodge 5 0
## 200 10009 jagged-edge 5 0
## 201 10010 frostbite 5 0
## 202 10011 tenacity 5 0
## 203 10012 pride 5 0
## 204 10013 deep-sleep 5 0
## 205 10014 power-nap 5 0
## 206 10015 spirit 5 0
## 207 10016 warm-blanket 5 0
## 208 10017 gulp 5 0
## 209 10018 herbivore 5 0
## 210 10019 sandpit 5 0
## 211 10020 hot-blooded 5 0
## 212 10021 medic 5 0
## 213 10022 life-force 5 0
## 214 10023 lunchbox 5 0
## 215 10024 nurse 5 0
## 216 10025 melee 5 0
## 217 10026 sponge 5 0
## 218 10027 bodyguard 5 0
## 219 10028 hero 5 0
## 220 10029 last-bastion 5 0
## 221 10030 stealth 5 0
## 222 10031 vanguard 5 0
## 223 10032 nomad 5 0
## 224 10033 sequence 5 0
## 225 10034 grass-cloak 5 0
## 226 10035 celebrate 5 0
## 227 10036 lullaby 5 0
## 228 10037 calming 5 0
## 229 10038 daze 5 0
## 230 10039 frighten 5 0
## 231 10040 interference 5 0
## 232 10041 mood-maker 5 0
## 233 10042 confidence 5 0
## 234 10043 fortune 5 0
## 235 10044 bonanza 5 0
## 236 10045 explode 5 0
## 237 10046 omnipotent 5 0
## 238 10047 share 5 0
## 239 10048 black-hole 5 0
## 240 10049 shadow-dash 5 0
## 241 10050 sprint 5 0
## 242 10051 disgust 5 0
## 243 10052 high-rise 5 0
## 244 10053 climber 5 0
## 245 10054 flame-boost 5 0
## 246 10055 aqua-boost 5 0
## 247 10056 run-up 5 0
## 248 10057 conqueror 5 0
## 249 10058 shackle 5 0
## 250 10059 decoy 5 0
## 251 10060 shield 5 0dbGetQuery(pokemonDatabase, "
SELECT *
FROM pokemon_stats")## pokemon_id stat_id base_stat effort
## 1 1 1 45 0
## 2 1 2 49 0
## 3 1 3 49 0
## 4 1 4 65 1
## 5 1 5 65 0
## 6 1 6 45 0
## 7 2 1 60 0
## 8 2 2 62 0
## 9 2 3 63 0
## 10 2 4 80 1
## 11 2 5 80 1
## 12 2 6 60 0
## 13 3 1 80 0
## 14 3 2 82 0
## 15 3 3 83 0
## 16 3 4 100 2
## 17 3 5 100 1
## 18 3 6 80 0
## 19 4 1 39 0
## 20 4 2 52 0
## 21 4 3 43 0
## 22 4 4 60 0
## 23 4 5 50 0
## 24 4 6 65 1
## 25 5 1 58 0
## 26 5 2 64 0
## 27 5 3 58 0
## 28 5 4 80 1
## 29 5 5 65 0
## 30 5 6 80 1
## 31 6 1 78 0
## 32 6 2 84 0
## 33 6 3 78 0
## 34 6 4 109 3
## 35 6 5 85 0
## 36 6 6 100 0
## 37 7 1 44 0
## 38 7 2 48 0
## 39 7 3 65 1
## 40 7 4 50 0
## 41 7 5 64 0
## 42 7 6 43 0
## 43 8 1 59 0
## 44 8 2 63 0
## 45 8 3 80 1
## 46 8 4 65 0
## 47 8 5 80 1
## 48 8 6 58 0
## 49 9 1 79 0
## 50 9 2 83 0
## 51 9 3 100 0
## 52 9 4 85 0
## 53 9 5 105 3
## 54 9 6 78 0
## 55 10 1 45 1
## 56 10 2 30 0
## 57 10 3 35 0
## 58 10 4 20 0
## 59 10 5 20 0
## 60 10 6 45 0
## 61 11 1 50 0
## 62 11 2 20 0
## 63 11 3 55 2
## 64 11 4 25 0
## 65 11 5 25 0
## 66 11 6 30 0
## 67 12 1 60 0
## 68 12 2 45 0
## 69 12 3 50 0
## 70 12 4 90 2
## 71 12 5 80 1
## 72 12 6 70 0
## 73 13 1 40 0
## 74 13 2 35 0
## 75 13 3 30 0
## 76 13 4 20 0
## 77 13 5 20 0
## 78 13 6 50 1
## 79 14 1 45 0
## 80 14 2 25 0
## 81 14 3 50 2
## 82 14 4 25 0
## 83 14 5 25 0
## 84 14 6 35 0
## 85 15 1 65 0
## 86 15 2 90 2
## 87 15 3 40 0
## 88 15 4 45 0
## 89 15 5 80 1
## 90 15 6 75 0
## 91 16 1 40 0
## 92 16 2 45 0
## 93 16 3 40 0
## 94 16 4 35 0
## 95 16 5 35 0
## 96 16 6 56 1
## 97 17 1 63 0
## 98 17 2 60 0
## 99 17 3 55 0
## 100 17 4 50 0
## 101 17 5 50 0
## 102 17 6 71 2
## 103 18 1 83 0
## 104 18 2 80 0
## 105 18 3 75 0
## 106 18 4 70 0
## 107 18 5 70 0
## 108 18 6 101 3
## 109 19 1 30 0
## 110 19 2 56 0
## 111 19 3 35 0
## 112 19 4 25 0
## 113 19 5 35 0
## 114 19 6 72 1
## 115 20 1 55 0
## 116 20 2 81 0
## 117 20 3 60 0
## 118 20 4 50 0
## 119 20 5 70 0
## 120 20 6 97 2
## 121 21 1 40 0
## 122 21 2 60 0
## 123 21 3 30 0
## 124 21 4 31 0
## 125 21 5 31 0
## 126 21 6 70 1
## 127 22 1 65 0
## 128 22 2 90 0
## 129 22 3 65 0
## 130 22 4 61 0
## 131 22 5 61 0
## 132 22 6 100 2
## 133 23 1 35 0
## 134 23 2 60 1
## 135 23 3 44 0
## 136 23 4 40 0
## 137 23 5 54 0
## 138 23 6 55 0
## 139 24 1 60 0
## 140 24 2 85 2
## 141 24 3 69 0
## 142 24 4 65 0
## 143 24 5 79 0
## 144 24 6 80 0
## 145 25 1 35 0
## 146 25 2 55 0
## 147 25 3 40 0
## 148 25 4 50 0
## 149 25 5 50 0
## 150 25 6 90 2
## 151 26 1 60 0
## 152 26 2 90 0
## 153 26 3 55 0
## 154 26 4 90 0
## 155 26 5 80 0
## 156 26 6 110 3
## 157 27 1 50 0
## 158 27 2 75 0
## 159 27 3 85 1
## 160 27 4 20 0
## 161 27 5 30 0
## 162 27 6 40 0
## 163 28 1 75 0
## 164 28 2 100 0
## 165 28 3 110 2
## 166 28 4 45 0
## 167 28 5 55 0
## 168 28 6 65 0
## 169 29 1 55 1
## 170 29 2 47 0
## 171 29 3 52 0
## 172 29 4 40 0
## 173 29 5 40 0
## 174 29 6 41 0
## 175 30 1 70 2
## 176 30 2 62 0
## 177 30 3 67 0
## 178 30 4 55 0
## 179 30 5 55 0
## 180 30 6 56 0
## 181 31 1 90 3
## 182 31 2 92 0
## 183 31 3 87 0
## 184 31 4 75 0
## 185 31 5 85 0
## 186 31 6 76 0
## 187 32 1 46 0
## 188 32 2 57 1
## 189 32 3 40 0
## 190 32 4 40 0
## 191 32 5 40 0
## 192 32 6 50 0
## 193 33 1 61 0
## 194 33 2 72 2
## 195 33 3 57 0
## 196 33 4 55 0
## 197 33 5 55 0
## 198 33 6 65 0
## 199 34 1 81 0
## 200 34 2 102 3
## 201 34 3 77 0
## 202 34 4 85 0
## 203 34 5 75 0
## 204 34 6 85 0
## 205 35 1 70 2
## 206 35 2 45 0
## 207 35 3 48 0
## 208 35 4 60 0
## 209 35 5 65 0
## 210 35 6 35 0
## 211 36 1 95 3
## 212 36 2 70 0
## 213 36 3 73 0
## 214 36 4 95 0
## 215 36 5 90 0
## 216 36 6 60 0
## 217 37 1 38 0
## 218 37 2 41 0
## 219 37 3 40 0
## 220 37 4 50 0
## 221 37 5 65 0
## 222 37 6 65 1
## 223 38 1 73 0
## 224 38 2 76 0
## 225 38 3 75 0
## 226 38 4 81 0
## 227 38 5 100 1
## 228 38 6 100 1
## 229 39 1 115 2
## 230 39 2 45 0
## 231 39 3 20 0
## 232 39 4 45 0
## 233 39 5 25 0
## 234 39 6 20 0
## 235 40 1 140 3
## 236 40 2 70 0
## 237 40 3 45 0
## 238 40 4 85 0
## 239 40 5 50 0
## 240 40 6 45 0
## 241 41 1 40 0
## 242 41 2 45 0
## 243 41 3 35 0
## 244 41 4 30 0
## 245 41 5 40 0
## 246 41 6 55 1
## 247 42 1 75 0
## 248 42 2 80 0
## 249 42 3 70 0
## 250 42 4 65 0
## 251 42 5 75 0
## 252 42 6 90 2
## 253 43 1 45 0
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## 258 43 6 30 0
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## 262 44 4 85 2
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## 4619 10049 5 120 0
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## 4681 10060 1 90 0
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## 4721 10066 5 115 0
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## 4723 10067 1 75 0
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## 4728 10067 6 80 0
## 4729 10068 1 68 0
## 4730 10068 2 165 3
## 4731 10068 3 95 0
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## 4734 10068 6 110 0
## 4735 10069 1 103 2
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## 4746 10070 6 105 0
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## 4752 10071 6 30 0
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## 4770 10074 6 100 0
## 4771 10075 1 50 0
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## 4773 10075 3 110 1
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## 4775 10075 5 110 2
## 4776 10075 6 110 0
## 4777 10076 1 80 0
## 4778 10076 2 145 0
## 4779 10076 3 150 3
## 4780 10076 4 105 0
## 4781 10076 5 110 0
## 4782 10076 6 110 0
## 4783 10077 1 100 0
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## 4785 10077 3 90 0
## 4786 10077 4 180 3
## 4787 10077 5 160 0
## 4788 10077 6 90 0
## 4789 10078 1 100 0
## 4790 10078 2 180 3
## 4791 10078 3 160 0
## 4792 10078 4 150 0
## 4793 10078 5 90 0
## 4794 10078 6 90 0
## 4795 10079 1 105 0
## 4796 10079 2 180 2
## 4797 10079 3 100 0
## 4798 10079 4 180 1
## 4799 10079 5 100 0
## 4800 10079 6 115 0
## 4801 10080 1 35 0
## 4802 10080 2 55 0
## 4803 10080 3 40 0
## 4804 10080 4 50 0
## 4805 10080 5 50 0
## 4806 10080 6 90 2
## 4807 10081 1 35 0
## 4808 10081 2 55 0
## 4809 10081 3 40 0
## 4810 10081 4 50 0
## 4811 10081 5 50 0
## 4812 10081 6 90 2
## 4813 10082 1 35 0
## 4814 10082 2 55 0
## 4815 10082 3 40 0
## 4816 10082 4 50 0
## 4817 10082 5 50 0
## 4818 10082 6 90 2
## 4819 10083 1 35 0
## 4820 10083 2 55 0
## 4821 10083 3 40 0
## 4822 10083 4 50 0
## 4823 10083 5 50 0
## 4824 10083 6 90 2
## 4825 10084 1 35 0
## 4826 10084 2 55 0
## 4827 10084 3 40 0
## 4828 10084 4 50 0
## 4829 10084 5 50 0
## 4830 10084 6 90 2
## 4831 10085 1 35 0
## 4832 10085 2 55 0
## 4833 10085 3 40 0
## 4834 10085 4 50 0
## 4835 10085 5 50 0
## 4836 10085 6 90 2
## 4837 10086 1 80 0
## 4838 10086 2 160 0
## 4839 10086 3 60 0
## 4840 10086 4 170 3
## 4841 10086 5 130 0
## 4842 10086 6 80 0
## 4843 10087 1 70 0
## 4844 10087 2 120 1
## 4845 10087 3 100 0
## 4846 10087 4 145 1
## 4847 10087 5 105 0
## 4848 10087 6 20 0
## 4849 10088 1 65 0
## 4850 10088 2 136 0
## 4851 10088 3 94 0
## 4852 10088 4 54 0
## 4853 10088 5 96 0
## 4854 10088 6 135 2
## 4855 10089 1 95 0
## 4856 10089 2 145 3
## 4857 10089 3 130 0
## 4858 10089 4 120 0
## 4859 10089 5 90 0
## 4860 10089 6 120 0
## 4861 10090 1 65 0
## 4862 10090 2 150 2
## 4863 10090 3 40 0
## 4864 10090 4 15 0
## 4865 10090 5 80 1
## 4866 10090 6 145 0dbGetQuery(pokemonDatabase, "PRAGMA FOREIGN_KEY_LIST(pokemon_stats)")## id seq table from to on_update on_delete match
## 1 0 0 stats stat_id id NO ACTION NO ACTION NONE
## 2 1 0 pokemon pokemon_id id NO ACTION NO ACTION NONE# getting the total base stat of each pokemon
dbGetQuery(pokemonDatabase, "
SELECT pokemon_id, SUM(base_stat)
FROM pokemon_stats
GROUP BY pokemon_id
")## pokemon_id SUM(base_stat)
## 1 1 318
## 2 2 405
## 3 3 525
## 4 4 309
## 5 5 405
## 6 6 534
## 7 7 314
## 8 8 405
## 9 9 530
## 10 10 195
## 11 11 205
## 12 12 395
## 13 13 195
## 14 14 205
## 15 15 395
## 16 16 251
## 17 17 349
## 18 18 479
## 19 19 253
## 20 20 413
## 21 21 262
## 22 22 442
## 23 23 288
## 24 24 438
## 25 25 320
## 26 26 485
## 27 27 300
## 28 28 450
## 29 29 275
## 30 30 365
## 31 31 505
## 32 32 273
## 33 33 365
## 34 34 505
## 35 35 323
## 36 36 483
## 37 37 299
## 38 38 505
## 39 39 270
## 40 40 435
## 41 41 245
## 42 42 455
## 43 43 320
## 44 44 395
## 45 45 490
## 46 46 285
## 47 47 405
## 48 48 305
## 49 49 450
## 50 50 265
## 51 51 405
## 52 52 290
## 53 53 440
## 54 54 320
## 55 55 500
## 56 56 305
## 57 57 455
## 58 58 350
## 59 59 555
## 60 60 300
## 61 61 385
## 62 62 510
## 63 63 310
## 64 64 400
## 65 65 500
## 66 66 305
## 67 67 405
## 68 68 505
## 69 69 300
## 70 70 390
## 71 71 490
## 72 72 335
## 73 73 515
## 74 74 300
## 75 75 390
## 76 76 495
## 77 77 410
## 78 78 500
## 79 79 315
## 80 80 490
## 81 81 325
## 82 82 465
## 83 83 352
## 84 84 310
## 85 85 460
## 86 86 325
## 87 87 475
## 88 88 325
## 89 89 500
## 90 90 305
## 91 91 525
## 92 92 310
## 93 93 405
## 94 94 500
## 95 95 385
## 96 96 328
## 97 97 483
## 98 98 325
## 99 99 475
## 100 100 330
## 101 101 480
## 102 102 325
## 103 103 520
## 104 104 320
## 105 105 425
## 106 106 455
## 107 107 455
## 108 108 385
## 109 109 340
## 110 110 490
## 111 111 345
## 112 112 485
## 113 113 450
## 114 114 435
## 115 115 490
## 116 116 295
## 117 117 440
## 118 118 320
## 119 119 450
## 120 120 340
## 121 121 520
## 122 122 460
## 123 123 500
## 124 124 455
## 125 125 490
## 126 126 495
## 127 127 500
## 128 128 490
## 129 129 200
## 130 130 540
## 131 131 535
## 132 132 288
## 133 133 325
## 134 134 525
## 135 135 525
## 136 136 525
## 137 137 395
## 138 138 355
## 139 139 495
## 140 140 355
## 141 141 495
## 142 142 515
## 143 143 540
## 144 144 580
## 145 145 580
## 146 146 580
## 147 147 300
## 148 148 420
## 149 149 600
## 150 150 680
## 151 151 600
## 152 152 318
## 153 153 405
## 154 154 525
## 155 155 309
## 156 156 405
## 157 157 534
## 158 158 314
## 159 159 405
## 160 160 530
## 161 161 215
## 162 162 415
## 163 163 262
## 164 164 442
## 165 165 265
## 166 166 390
## 167 167 250
## 168 168 390
## 169 169 535
## 170 170 330
## 171 171 460
## 172 172 205
## 173 173 218
## 174 174 210
## 175 175 245
## 176 176 405
## 177 177 320
## 178 178 470
## 179 179 280
## 180 180 365
## 181 181 510
## 182 182 490
## 183 183 250
## 184 184 420
## 185 185 410
## 186 186 500
## 187 187 250
## 188 188 340
## 189 189 460
## 190 190 360
## 191 191 180
## 192 192 425
## 193 193 390
## 194 194 210
## 195 195 430
## 196 196 525
## 197 197 525
## 198 198 405
## 199 199 490
## 200 200 435
## 201 201 336
## 202 202 405
## 203 203 455
## 204 204 290
## 205 205 465
## 206 206 415
## 207 207 430
## 208 208 510
## 209 209 300
## 210 210 450
## 211 211 430
## 212 212 500
## 213 213 505
## 214 214 500
## 215 215 430
## 216 216 330
## 217 217 500
## 218 218 250
## 219 219 410
## 220 220 250
## 221 221 450
## 222 222 380
## 223 223 300
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## 225 225 330
## 226 226 465
## 227 227 465
## 228 228 330
## 229 229 500
## 230 230 540
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## 232 232 500
## 233 233 515
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## 235 235 250
## 236 236 210
## 237 237 455
## 238 238 305
## 239 239 360
## 240 240 365
## 241 241 490
## 242 242 540
## 243 243 580
## 244 244 580
## 245 245 580
## 246 246 300
## 247 247 410
## 248 248 600
## 249 249 680
## 250 250 680
## 251 251 600
## 252 252 310
## 253 253 405
## 254 254 530
## 255 255 310
## 256 256 405
## 257 257 530
## 258 258 310
## 259 259 405
## 260 260 535
## 261 261 220
## 262 262 420
## 263 263 240
## 264 264 420
## 265 265 195
## 266 266 205
## 267 267 395
## 268 268 205
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## 272 272 480
## 273 273 220
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## 275 275 480
## 276 276 270
## 277 277 430
## 278 278 270
## 279 279 430
## 280 280 198
## 281 281 278
## 282 282 518
## 283 283 269
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## 285 285 295
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## 287 287 280
## 288 288 440
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## 291 291 456
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## 293 293 240
## 294 294 360
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## 296 296 237
## 297 297 474
## 298 298 190
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## 300 300 260
## 301 301 380
## 302 302 380
## 303 303 380
## 304 304 330
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## 306 306 530
## 307 307 280
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## 311 311 405
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## 313 313 400
## 314 314 400
## 315 315 400
## 316 316 302
## 317 317 467
## 318 318 305
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## 320 320 400
## 321 321 500
## 322 322 305
## 323 323 460
## 324 324 470
## 325 325 330
## 326 326 470
## 327 327 360
## 328 328 290
## 329 329 340
## 330 330 520
## 331 331 335
## 332 332 475
## 333 333 310
## 334 334 490
## 335 335 458
## 336 336 458
## 337 337 440
## 338 338 440
## 339 339 288
## 340 340 468
## 341 341 308
## 342 342 468
## 343 343 300
## 344 344 500
## 345 345 355
## 346 346 495
## 347 347 355
## 348 348 495
## 349 349 200
## 350 350 540
## 351 351 420
## 352 352 440
## 353 353 295
## 354 354 455
## 355 355 295
## 356 356 455
## 357 357 460
## 358 358 425
## 359 359 465
## 360 360 260
## 361 361 300
## 362 362 480
## 363 363 290
## 364 364 410
## 365 365 530
## 366 366 345
## 367 367 485
## 368 368 485
## 369 369 485
## 370 370 330
## 371 371 300
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## 373 373 600
## 374 374 300
## 375 375 420
## 376 376 600
## 377 377 580
## 378 378 580
## 379 379 580
## 380 380 600
## 381 381 600
## 382 382 670
## 383 383 670
## 384 384 680
## 385 385 600
## 386 386 600
## 387 387 318
## 388 388 405
## 389 389 525
## 390 390 309
## 391 391 405
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## 393 393 314
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## 395 395 530
## 396 396 245
## 397 397 340
## 398 398 485
## 399 399 250
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## 401 401 194
## 402 402 384
## 403 403 263
## 404 404 363
## 405 405 523
## 406 406 280
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## 408 408 350
## 409 409 495
## 410 410 350
## 411 411 495
## 412 412 224
## 413 413 424
## 414 414 424
## 415 415 244
## 416 416 474
## 417 417 405
## 418 418 330
## 419 419 495
## 420 420 275
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## 422 422 325
## 423 423 475
## 424 424 482
## 425 425 348
## 426 426 498
## 427 427 350
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## 429 429 495
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## 431 431 310
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## 433 433 285
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## 436 436 300
## 437 437 500
## 438 438 290
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## 443 443 300
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## 445 445 600
## 446 446 390
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## 449 449 330
## 450 450 525
## 451 451 330
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## 453 453 300
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## 455 455 454
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## 464 464 535
## 465 465 535
## 466 466 540
## 467 467 540
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## 473 473 530
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## 484 484 680
## 485 485 600
## 486 486 670
## 487 487 680
## 488 488 600
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## 491 491 600
## 492 492 600
## 493 493 720
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## 497 497 528
## 498 498 308
## 499 499 418
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## 506 506 275
## 507 507 370
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## 512 512 498
## 513 513 316
## 514 514 498
## 515 515 316
## 516 516 498
## 517 517 292
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## 519 519 264
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## 527 527 313
## 528 528 425
## 529 529 328
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## 532 532 305
## 533 533 405
## 534 534 505
## 535 535 294
## 536 536 384
## 537 537 509
## 538 538 465
## 539 539 465
## 540 540 310
## 541 541 380
## 542 542 500
## 543 543 260
## 544 544 360
## 545 545 485
## 546 546 280
## 547 547 480
## 548 548 280
## 549 549 480
## 550 550 460
## 551 551 292
## 552 552 351
## 553 553 519
## 554 554 315
## 555 555 480
## 556 556 461
## 557 557 325
## 558 558 475
## 559 559 348
## 560 560 488
## 561 561 490
## 562 562 303
## 563 563 483
## 564 564 355
## 565 565 495
## 566 566 401
## 567 567 567
## 568 568 329
## 569 569 474
## 570 570 330
## 571 571 510
## 572 572 300
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## 574 574 290
## 575 575 390
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## 577 577 290
## 578 578 370
## 579 579 490
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## 581 581 473
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## 583 583 395
## 584 584 535
## 585 585 335
## 586 586 475
## 587 587 428
## 588 588 315
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## 590 590 294
## 591 591 464
## 592 592 335
## 593 593 480
## 594 594 470
## 595 595 319
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## 597 597 305
## 598 598 489
## 599 599 300
## 600 600 440
## 601 601 520
## 602 602 275
## 603 603 405
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## 605 605 335
## 606 606 485
## 607 607 275
## 608 608 370
## 609 609 520
## 610 610 320
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## 612 612 540
## 613 613 305
## 614 614 485
## 615 615 485
## 616 616 305
## 617 617 495
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## 619 619 350
## 620 620 510
## 621 621 485
## 622 622 303
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## 624 624 340
## 625 625 490
## 626 626 490
## 627 627 350
## 628 628 510
## 629 629 370
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## 631 631 484
## 632 632 484
## 633 633 300
## 634 634 420
## 635 635 600
## 636 636 360
## 637 637 550
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## 639 639 580
## 640 640 580
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## 642 642 580
## 643 643 680
## 644 644 680
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## 647 647 580
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## 653 653 307
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## 659 659 237
## 660 660 423
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## 662 662 382
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## 665 665 213
## 666 666 411
## 667 667 369
## 668 668 507
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## 670 670 371
## 671 671 552
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## 676 676 472
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## 681 681 520
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## 688 688 306
## 689 689 500
## 690 690 320
## 691 691 494
## 692 692 330
## 693 693 500
## 694 694 289
## 695 695 481
## 696 696 362
## 697 697 521
## 698 698 362
## 699 699 521
## 700 700 525
## 701 701 500
## 702 702 431
## 703 703 500
## 704 704 300
## 705 705 452
## 706 706 600
## 707 707 470
## 708 708 309
## 709 709 474
## 710 710 335
## 711 711 494
## 712 712 304
## 713 713 514
## 714 714 245
## 715 715 535
## 716 716 680
## 717 717 680
## 718 718 600
## 719 719 600
## 720 720 600
## 721 721 600
## 722 10001 600
## 723 10002 600
## 724 10003 600
## 725 10004 424
## 726 10005 424
## 727 10006 600
## 728 10007 680
## 729 10008 520
## 730 10009 520
## 731 10010 520
## 732 10011 520
## 733 10012 520
## 734 10013 420
## 735 10014 420
## 736 10015 420
## 737 10016 460
## 738 10017 540
## 739 10018 600
## 740 10019 580
## 741 10020 580
## 742 10021 600
## 743 10022 700
## 744 10023 700
## 745 10024 580
## 746 10025 466
## 747 10026 520
## 748 10027 335
## 749 10028 335
## 750 10029 335
## 751 10030 494
## 752 10031 494
## 753 10032 494
## 754 10033 625
## 755 10034 634
## 756 10035 634
## 757 10036 630
## 758 10037 590
## 759 10038 600
## 760 10039 590
## 761 10040 600
## 762 10041 640
## 763 10042 615
## 764 10043 780
## 765 10044 780
## 766 10045 610
## 767 10046 600
## 768 10047 600
## 769 10048 600
## 770 10049 700
## 771 10050 630
## 772 10051 618
## 773 10052 480
## 774 10053 630
## 775 10054 510
## 776 10055 575
## 777 10056 555
## 778 10057 565
## 779 10058 700
## 780 10059 625
## 781 10060 594
## 782 10061 551
## 783 10062 700
## 784 10063 700
## 785 10064 635
## 786 10065 630
## 787 10066 480
## 788 10067 590
## 789 10068 618
## 790 10069 545
## 791 10070 560
## 792 10071 590
## 793 10072 610
## 794 10073 579
## 795 10074 580
## 796 10075 700
## 797 10076 700
## 798 10077 770
## 799 10078 770
## 800 10079 780
## 801 10080 320
## 802 10081 320
## 803 10082 320
## 804 10083 320
## 805 10084 320
## 806 10085 320
## 807 10086 680
## 808 10087 560
## 809 10088 580
## 810 10089 700
## 811 10090 495dbGetQuery(pokemonDatabase, "
SELECT pokemon_abilities.pokemon_id, pokemon.identifier, pokemon_abilities.ability_id, abilities.identifier, SUM(pokemon_stats.base_stat)
FROM pokemon_abilities
INNER JOIN abilities ON pokemon_abilities.ability_id = abilities.id
INNER JOIN pokemon ON pokemon_abilities.pokemon_id = pokemon.id
INNER JOIN pokemon_stats ON pokemon.id = pokemon_stats.pokemon_id
GROUP BY pokemon_abilities.pokemon_id, abilities.identifier
")## pokemon_id identifier ability_id identifier
## 1 1 bulbasaur 34 chlorophyll
## 2 1 bulbasaur 65 overgrow
## 3 2 ivysaur 34 chlorophyll
## 4 2 ivysaur 65 overgrow
## 5 3 venusaur 34 chlorophyll
## 6 3 venusaur 65 overgrow
## 7 4 charmander 66 blaze
## 8 4 charmander 94 solar-power
## 9 5 charmeleon 66 blaze
## 10 5 charmeleon 94 solar-power
## 11 6 charizard 66 blaze
## 12 6 charizard 94 solar-power
## 13 7 squirtle 44 rain-dish
## 14 7 squirtle 67 torrent
## 15 8 wartortle 44 rain-dish
## 16 8 wartortle 67 torrent
## 17 9 blastoise 44 rain-dish
## 18 9 blastoise 67 torrent
## 19 10 caterpie 50 run-away
## 20 10 caterpie 19 shield-dust
## 21 11 metapod 61 shed-skin
## 22 12 butterfree 14 compound-eyes
## 23 12 butterfree 110 tinted-lens
## 24 13 weedle 50 run-away
## 25 13 weedle 19 shield-dust
## 26 14 kakuna 61 shed-skin
## 27 15 beedrill 97 sniper
## 28 15 beedrill 68 swarm
## 29 16 pidgey 145 big-pecks
## 30 16 pidgey 51 keen-eye
## 31 16 pidgey 77 tangled-feet
## 32 17 pidgeotto 145 big-pecks
## 33 17 pidgeotto 51 keen-eye
## 34 17 pidgeotto 77 tangled-feet
## 35 18 pidgeot 145 big-pecks
## 36 18 pidgeot 51 keen-eye
## 37 18 pidgeot 77 tangled-feet
## 38 19 rattata 62 guts
## 39 19 rattata 55 hustle
## 40 19 rattata 50 run-away
## 41 20 raticate 62 guts
## 42 20 raticate 55 hustle
## 43 20 raticate 50 run-away
## 44 21 spearow 51 keen-eye
## 45 21 spearow 97 sniper
## 46 22 fearow 51 keen-eye
## 47 22 fearow 97 sniper
## 48 23 ekans 22 intimidate
## 49 23 ekans 61 shed-skin
## 50 23 ekans 127 unnerve
## 51 24 arbok 22 intimidate
## 52 24 arbok 61 shed-skin
## 53 24 arbok 127 unnerve
## 54 25 pikachu 31 lightning-rod
## 55 25 pikachu 9 static
## 56 26 raichu 31 lightning-rod
## 57 26 raichu 9 static
## 58 27 sandshrew 146 sand-rush
## 59 27 sandshrew 8 sand-veil
## 60 28 sandslash 146 sand-rush
## 61 28 sandslash 8 sand-veil
## 62 29 nidoran-f 55 hustle
## 63 29 nidoran-f 38 poison-point
## 64 29 nidoran-f 79 rivalry
## 65 30 nidorina 55 hustle
## 66 30 nidorina 38 poison-point
## 67 30 nidorina 79 rivalry
## 68 31 nidoqueen 38 poison-point
## 69 31 nidoqueen 79 rivalry
## 70 31 nidoqueen 125 sheer-force
## 71 32 nidoran-m 55 hustle
## 72 32 nidoran-m 38 poison-point
## 73 32 nidoran-m 79 rivalry
## 74 33 nidorino 55 hustle
## 75 33 nidorino 38 poison-point
## 76 33 nidorino 79 rivalry
## 77 34 nidoking 38 poison-point
## 78 34 nidoking 79 rivalry
## 79 34 nidoking 125 sheer-force
## 80 35 clefairy 56 cute-charm
## 81 35 clefairy 132 friend-guard
## 82 35 clefairy 98 magic-guard
## 83 36 clefable 56 cute-charm
## 84 36 clefable 98 magic-guard
## 85 36 clefable 109 unaware
## 86 37 vulpix 70 drought
## 87 37 vulpix 18 flash-fire
## 88 38 ninetales 70 drought
## 89 38 ninetales 18 flash-fire
## 90 39 jigglypuff 172 competitive
## 91 39 jigglypuff 56 cute-charm
## 92 39 jigglypuff 132 friend-guard
## 93 40 wigglytuff 172 competitive
## 94 40 wigglytuff 56 cute-charm
## 95 40 wigglytuff 119 frisk
## 96 41 zubat 151 infiltrator
## 97 41 zubat 39 inner-focus
## 98 42 golbat 151 infiltrator
## 99 42 golbat 39 inner-focus
## 100 43 oddish 34 chlorophyll
## 101 43 oddish 50 run-away
## 102 44 gloom 34 chlorophyll
## 103 44 gloom 1 stench
## 104 45 vileplume 34 chlorophyll
## 105 45 vileplume 27 effect-spore
## 106 46 paras 6 damp
## 107 46 paras 87 dry-skin
## 108 46 paras 27 effect-spore
## 109 47 parasect 6 damp
## 110 47 parasect 87 dry-skin
## 111 47 parasect 27 effect-spore
## 112 48 venonat 14 compound-eyes
## 113 48 venonat 50 run-away
## 114 48 venonat 110 tinted-lens
## 115 49 venomoth 19 shield-dust
## 116 49 venomoth 110 tinted-lens
## 117 49 venomoth 147 wonder-skin
## 118 50 diglett 71 arena-trap
## 119 50 diglett 159 sand-force
## 120 50 diglett 8 sand-veil
## 121 51 dugtrio 71 arena-trap
## 122 51 dugtrio 159 sand-force
## 123 51 dugtrio 8 sand-veil
## 124 52 meowth 53 pickup
## 125 52 meowth 101 technician
## 126 52 meowth 127 unnerve
## 127 53 persian 7 limber
## 128 53 persian 101 technician
## 129 53 persian 127 unnerve
## 130 54 psyduck 13 cloud-nine
## 131 54 psyduck 6 damp
## 132 54 psyduck 33 swift-swim
## 133 55 golduck 13 cloud-nine
## 134 55 golduck 6 damp
## 135 55 golduck 33 swift-swim
## 136 56 mankey 83 anger-point
## 137 56 mankey 128 defiant
## 138 56 mankey 72 vital-spirit
## 139 57 primeape 83 anger-point
## 140 57 primeape 128 defiant
## 141 57 primeape 72 vital-spirit
## 142 58 growlithe 18 flash-fire
## 143 58 growlithe 22 intimidate
## 144 58 growlithe 154 justified
## 145 59 arcanine 18 flash-fire
## 146 59 arcanine 22 intimidate
## 147 59 arcanine 154 justified
## 148 60 poliwag 6 damp
## 149 60 poliwag 33 swift-swim
## 150 60 poliwag 11 water-absorb
## 151 61 poliwhirl 6 damp
## 152 61 poliwhirl 33 swift-swim
## 153 61 poliwhirl 11 water-absorb
## 154 62 poliwrath 6 damp
## 155 62 poliwrath 33 swift-swim
## 156 62 poliwrath 11 water-absorb
## 157 63 abra 39 inner-focus
## 158 63 abra 98 magic-guard
## 159 63 abra 28 synchronize
## 160 64 kadabra 39 inner-focus
## 161 64 kadabra 98 magic-guard
## 162 64 kadabra 28 synchronize
## 163 65 alakazam 39 inner-focus
## 164 65 alakazam 98 magic-guard
## 165 65 alakazam 28 synchronize
## 166 66 machop 62 guts
## 167 66 machop 99 no-guard
## 168 66 machop 80 steadfast
## 169 67 machoke 62 guts
## 170 67 machoke 99 no-guard
## 171 67 machoke 80 steadfast
## 172 68 machamp 62 guts
## 173 68 machamp 99 no-guard
## 174 68 machamp 80 steadfast
## 175 69 bellsprout 34 chlorophyll
## 176 69 bellsprout 82 gluttony
## 177 70 weepinbell 34 chlorophyll
## 178 70 weepinbell 82 gluttony
## 179 71 victreebel 34 chlorophyll
## 180 71 victreebel 82 gluttony
## 181 72 tentacool 29 clear-body
## 182 72 tentacool 64 liquid-ooze
## 183 72 tentacool 44 rain-dish
## 184 73 tentacruel 29 clear-body
## 185 73 tentacruel 64 liquid-ooze
## 186 73 tentacruel 44 rain-dish
## 187 74 geodude 69 rock-head
## 188 74 geodude 8 sand-veil
## 189 74 geodude 5 sturdy
## 190 75 graveler 69 rock-head
## 191 75 graveler 8 sand-veil
## 192 75 graveler 5 sturdy
## 193 76 golem 69 rock-head
## 194 76 golem 8 sand-veil
## 195 76 golem 5 sturdy
## 196 77 ponyta 49 flame-body
## 197 77 ponyta 18 flash-fire
## 198 77 ponyta 50 run-away
## 199 78 rapidash 49 flame-body
## 200 78 rapidash 18 flash-fire
## 201 78 rapidash 50 run-away
## 202 79 slowpoke 12 oblivious
## 203 79 slowpoke 20 own-tempo
## 204 79 slowpoke 144 regenerator
## 205 80 slowbro 12 oblivious
## 206 80 slowbro 20 own-tempo
## 207 80 slowbro 144 regenerator
## 208 81 magnemite 148 analytic
## 209 81 magnemite 42 magnet-pull
## 210 81 magnemite 5 sturdy
## 211 82 magneton 148 analytic
## 212 82 magneton 42 magnet-pull
## 213 82 magneton 5 sturdy
## 214 83 farfetchd 128 defiant
## 215 83 farfetchd 39 inner-focus
## 216 83 farfetchd 51 keen-eye
## 217 84 doduo 48 early-bird
## 218 84 doduo 50 run-away
## 219 84 doduo 77 tangled-feet
## 220 85 dodrio 48 early-bird
## 221 85 dodrio 50 run-away
## 222 85 dodrio 77 tangled-feet
## 223 86 seel 93 hydration
## 224 86 seel 115 ice-body
## 225 86 seel 47 thick-fat
## 226 87 dewgong 93 hydration
## 227 87 dewgong 115 ice-body
## 228 87 dewgong 47 thick-fat
## 229 88 grimer 143 poison-touch
## 230 88 grimer 1 stench
## 231 88 grimer 60 sticky-hold
## 232 89 muk 143 poison-touch
## 233 89 muk 1 stench
## 234 89 muk 60 sticky-hold
## 235 90 shellder 142 overcoat
## 236 90 shellder 75 shell-armor
## 237 90 shellder 92 skill-link
## 238 91 cloyster 142 overcoat
## 239 91 cloyster 75 shell-armor
## 240 91 cloyster 92 skill-link
## 241 92 gastly 26 levitate
## 242 93 haunter 26 levitate
## 243 94 gengar 26 levitate
## 244 95 onix 69 rock-head
## 245 95 onix 5 sturdy
## 246 95 onix 133 weak-armor
## 247 96 drowzee 108 forewarn
## 248 96 drowzee 39 inner-focus
## 249 96 drowzee 15 insomnia
## 250 97 hypno 108 forewarn
## 251 97 hypno 39 inner-focus
## 252 97 hypno 15 insomnia
## 253 98 krabby 52 hyper-cutter
## 254 98 krabby 125 sheer-force
## 255 98 krabby 75 shell-armor
## 256 99 kingler 52 hyper-cutter
## 257 99 kingler 125 sheer-force
## 258 99 kingler 75 shell-armor
## 259 100 voltorb 106 aftermath
## 260 100 voltorb 43 soundproof
## 261 100 voltorb 9 static
## 262 101 electrode 106 aftermath
## 263 101 electrode 43 soundproof
## 264 101 electrode 9 static
## 265 102 exeggcute 34 chlorophyll
## 266 102 exeggcute 139 harvest
## 267 103 exeggutor 34 chlorophyll
## 268 103 exeggutor 139 harvest
## 269 104 cubone 4 battle-armor
## 270 104 cubone 31 lightning-rod
## 271 104 cubone 69 rock-head
## 272 105 marowak 4 battle-armor
## 273 105 marowak 31 lightning-rod
## 274 105 marowak 69 rock-head
## 275 106 hitmonlee 7 limber
## 276 106 hitmonlee 120 reckless
## 277 106 hitmonlee 84 unburden
## 278 107 hitmonchan 39 inner-focus
## 279 107 hitmonchan 89 iron-fist
## 280 107 hitmonchan 51 keen-eye
## 281 108 lickitung 13 cloud-nine
## 282 108 lickitung 12 oblivious
## 283 108 lickitung 20 own-tempo
## 284 109 koffing 26 levitate
## 285 110 weezing 26 levitate
## 286 111 rhyhorn 31 lightning-rod
## 287 111 rhyhorn 120 reckless
## 288 111 rhyhorn 69 rock-head
## 289 112 rhydon 31 lightning-rod
## 290 112 rhydon 120 reckless
## 291 112 rhydon 69 rock-head
## 292 113 chansey 131 healer
## 293 113 chansey 30 natural-cure
## 294 113 chansey 32 serene-grace
## 295 114 tangela 34 chlorophyll
## 296 114 tangela 102 leaf-guard
## 297 114 tangela 144 regenerator
## 298 115 kangaskhan 48 early-bird
## 299 115 kangaskhan 39 inner-focus
## 300 115 kangaskhan 113 scrappy
## 301 116 horsea 6 damp
## 302 116 horsea 97 sniper
## 303 116 horsea 33 swift-swim
## 304 117 seadra 6 damp
## 305 117 seadra 38 poison-point
## 306 117 seadra 97 sniper
## 307 118 goldeen 31 lightning-rod
## 308 118 goldeen 33 swift-swim
## 309 118 goldeen 41 water-veil
## 310 119 seaking 31 lightning-rod
## 311 119 seaking 33 swift-swim
## 312 119 seaking 41 water-veil
## 313 120 staryu 148 analytic
## 314 120 staryu 35 illuminate
## 315 120 staryu 30 natural-cure
## 316 121 starmie 148 analytic
## 317 121 starmie 35 illuminate
## 318 121 starmie 30 natural-cure
## 319 122 mr-mime 111 filter
## 320 122 mr-mime 43 soundproof
## 321 122 mr-mime 101 technician
## 322 123 scyther 80 steadfast
## 323 123 scyther 68 swarm
## 324 123 scyther 101 technician
## 325 124 jynx 87 dry-skin
## 326 124 jynx 108 forewarn
## 327 124 jynx 12 oblivious
## 328 125 electabuzz 9 static
## 329 125 electabuzz 72 vital-spirit
## 330 126 magmar 49 flame-body
## 331 126 magmar 72 vital-spirit
## 332 127 pinsir 52 hyper-cutter
## 333 127 pinsir 104 mold-breaker
## 334 127 pinsir 153 moxie
## 335 128 tauros 83 anger-point
## 336 128 tauros 22 intimidate
## 337 128 tauros 125 sheer-force
## 338 129 magikarp 155 rattled
## 339 129 magikarp 33 swift-swim
## 340 130 gyarados 22 intimidate
## 341 130 gyarados 153 moxie
## 342 131 lapras 93 hydration
## 343 131 lapras 75 shell-armor
## 344 131 lapras 11 water-absorb
## 345 132 ditto 150 imposter
## 346 132 ditto 7 limber
## 347 133 eevee 91 adaptability
## 348 133 eevee 107 anticipation
## 349 133 eevee 50 run-away
## 350 134 vaporeon 93 hydration
## 351 134 vaporeon 11 water-absorb
## 352 135 jolteon 95 quick-feet
## 353 135 jolteon 10 volt-absorb
## 354 136 flareon 18 flash-fire
## 355 136 flareon 62 guts
## 356 137 porygon 148 analytic
## 357 137 porygon 88 download
## 358 137 porygon 36 trace
## 359 138 omanyte 75 shell-armor
## 360 138 omanyte 33 swift-swim
## 361 138 omanyte 133 weak-armor
## 362 139 omastar 75 shell-armor
## 363 139 omastar 33 swift-swim
## 364 139 omastar 133 weak-armor
## 365 140 kabuto 4 battle-armor
## 366 140 kabuto 33 swift-swim
## 367 140 kabuto 133 weak-armor
## 368 141 kabutops 4 battle-armor
## 369 141 kabutops 33 swift-swim
## 370 141 kabutops 133 weak-armor
## 371 142 aerodactyl 46 pressure
## 372 142 aerodactyl 69 rock-head
## 373 142 aerodactyl 127 unnerve
## 374 143 snorlax 82 gluttony
## 375 143 snorlax 17 immunity
## 376 143 snorlax 47 thick-fat
## 377 144 articuno 46 pressure
## 378 144 articuno 81 snow-cloak
## 379 145 zapdos 46 pressure
## 380 145 zapdos 9 static
## 381 146 moltres 49 flame-body
## 382 146 moltres 46 pressure
## 383 147 dratini 63 marvel-scale
## 384 147 dratini 61 shed-skin
## 385 148 dragonair 63 marvel-scale
## 386 148 dragonair 61 shed-skin
## 387 149 dragonite 39 inner-focus
## 388 149 dragonite 136 multiscale
## 389 150 mewtwo 46 pressure
## 390 150 mewtwo 127 unnerve
## 391 151 mew 28 synchronize
## 392 152 chikorita 102 leaf-guard
## 393 152 chikorita 65 overgrow
## 394 153 bayleef 102 leaf-guard
## 395 153 bayleef 65 overgrow
## 396 154 meganium 102 leaf-guard
## 397 154 meganium 65 overgrow
## 398 155 cyndaquil 66 blaze
## 399 155 cyndaquil 18 flash-fire
## 400 156 quilava 66 blaze
## 401 156 quilava 18 flash-fire
## 402 157 typhlosion 66 blaze
## 403 157 typhlosion 18 flash-fire
## 404 158 totodile 125 sheer-force
## 405 158 totodile 67 torrent
## 406 159 croconaw 125 sheer-force
## 407 159 croconaw 67 torrent
## 408 160 feraligatr 125 sheer-force
## 409 160 feraligatr 67 torrent
## 410 161 sentret 119 frisk
## 411 161 sentret 51 keen-eye
## 412 161 sentret 50 run-away
## 413 162 furret 119 frisk
## 414 162 furret 51 keen-eye
## 415 162 furret 50 run-away
## 416 163 hoothoot 15 insomnia
## 417 163 hoothoot 51 keen-eye
## 418 163 hoothoot 110 tinted-lens
## 419 164 noctowl 15 insomnia
## 420 164 noctowl 51 keen-eye
## 421 164 noctowl 110 tinted-lens
## 422 165 ledyba 48 early-bird
## 423 165 ledyba 155 rattled
## 424 165 ledyba 68 swarm
## 425 166 ledian 48 early-bird
## 426 166 ledian 89 iron-fist
## 427 166 ledian 68 swarm
## 428 167 spinarak 15 insomnia
## 429 167 spinarak 97 sniper
## 430 167 spinarak 68 swarm
## 431 168 ariados 15 insomnia
## 432 168 ariados 97 sniper
## 433 168 ariados 68 swarm
## 434 169 crobat 151 infiltrator
## 435 169 crobat 39 inner-focus
## 436 170 chinchou 35 illuminate
## 437 170 chinchou 10 volt-absorb
## 438 170 chinchou 11 water-absorb
## 439 171 lanturn 35 illuminate
## 440 171 lanturn 10 volt-absorb
## 441 171 lanturn 11 water-absorb
## 442 172 pichu 31 lightning-rod
## 443 172 pichu 9 static
## 444 173 cleffa 56 cute-charm
## 445 173 cleffa 132 friend-guard
## 446 173 cleffa 98 magic-guard
## 447 174 igglybuff 172 competitive
## 448 174 igglybuff 56 cute-charm
## 449 174 igglybuff 132 friend-guard
## 450 175 togepi 55 hustle
## 451 175 togepi 32 serene-grace
## 452 175 togepi 105 super-luck
## 453 176 togetic 55 hustle
## 454 176 togetic 32 serene-grace
## 455 176 togetic 105 super-luck
## 456 177 natu 48 early-bird
## 457 177 natu 156 magic-bounce
## 458 177 natu 28 synchronize
## 459 178 xatu 48 early-bird
## 460 178 xatu 156 magic-bounce
## 461 178 xatu 28 synchronize
## 462 179 mareep 57 plus
## 463 179 mareep 9 static
## 464 180 flaaffy 57 plus
## 465 180 flaaffy 9 static
## 466 181 ampharos 57 plus
## 467 181 ampharos 9 static
## 468 182 bellossom 34 chlorophyll
## 469 182 bellossom 131 healer
## 470 183 marill 37 huge-power
## 471 183 marill 157 sap-sipper
## 472 183 marill 47 thick-fat
## 473 184 azumarill 37 huge-power
## 474 184 azumarill 157 sap-sipper
## 475 184 azumarill 47 thick-fat
## 476 185 sudowoodo 155 rattled
## 477 185 sudowoodo 69 rock-head
## 478 185 sudowoodo 5 sturdy
## 479 186 politoed 6 damp
## 480 186 politoed 2 drizzle
## 481 186 politoed 11 water-absorb
## 482 187 hoppip 34 chlorophyll
## 483 187 hoppip 151 infiltrator
## 484 187 hoppip 102 leaf-guard
## 485 188 skiploom 34 chlorophyll
## 486 188 skiploom 151 infiltrator
## 487 188 skiploom 102 leaf-guard
## 488 189 jumpluff 34 chlorophyll
## 489 189 jumpluff 151 infiltrator
## 490 189 jumpluff 102 leaf-guard
## 491 190 aipom 53 pickup
## 492 190 aipom 50 run-away
## 493 190 aipom 92 skill-link
## 494 191 sunkern 34 chlorophyll
## 495 191 sunkern 48 early-bird
## 496 191 sunkern 94 solar-power
## 497 192 sunflora 34 chlorophyll
## 498 192 sunflora 48 early-bird
## 499 192 sunflora 94 solar-power
## 500 193 yanma 14 compound-eyes
## 501 193 yanma 119 frisk
## 502 193 yanma 3 speed-boost
## 503 194 wooper 6 damp
## 504 194 wooper 109 unaware
## 505 194 wooper 11 water-absorb
## 506 195 quagsire 6 damp
## 507 195 quagsire 109 unaware
## 508 195 quagsire 11 water-absorb
## 509 196 espeon 156 magic-bounce
## 510 196 espeon 28 synchronize
## 511 197 umbreon 39 inner-focus
## 512 197 umbreon 28 synchronize
## 513 198 murkrow 15 insomnia
## 514 198 murkrow 158 prankster
## 515 198 murkrow 105 super-luck
## 516 199 slowking 12 oblivious
## 517 199 slowking 20 own-tempo
## 518 199 slowking 144 regenerator
## 519 200 misdreavus 26 levitate
## 520 201 unown 26 levitate
## 521 202 wobbuffet 23 shadow-tag
## 522 202 wobbuffet 140 telepathy
## 523 203 girafarig 48 early-bird
## 524 203 girafarig 39 inner-focus
## 525 203 girafarig 157 sap-sipper
## 526 204 pineco 142 overcoat
## 527 204 pineco 5 sturdy
## 528 205 forretress 142 overcoat
## 529 205 forretress 5 sturdy
## 530 206 dunsparce 155 rattled
## 531 206 dunsparce 50 run-away
## 532 206 dunsparce 32 serene-grace
## 533 207 gligar 52 hyper-cutter
## 534 207 gligar 17 immunity
## 535 207 gligar 8 sand-veil
## 536 208 steelix 69 rock-head
## 537 208 steelix 125 sheer-force
## 538 208 steelix 5 sturdy
## 539 209 snubbull 22 intimidate
## 540 209 snubbull 155 rattled
## 541 209 snubbull 50 run-away
## 542 210 granbull 22 intimidate
## 543 210 granbull 95 quick-feet
## 544 210 granbull 155 rattled
## 545 211 qwilfish 22 intimidate
## 546 211 qwilfish 38 poison-point
## 547 211 qwilfish 33 swift-swim
## 548 212 scizor 135 light-metal
## 549 212 scizor 68 swarm
## 550 212 scizor 101 technician
## 551 213 shuckle 126 contrary
## 552 213 shuckle 82 gluttony
## 553 213 shuckle 5 sturdy
## 554 214 heracross 62 guts
## 555 214 heracross 153 moxie
## 556 214 heracross 68 swarm
## 557 215 sneasel 39 inner-focus
## 558 215 sneasel 51 keen-eye
## 559 215 sneasel 124 pickpocket
## 560 216 teddiursa 118 honey-gather
## 561 216 teddiursa 53 pickup
## 562 216 teddiursa 95 quick-feet
## 563 217 ursaring 62 guts
## 564 217 ursaring 95 quick-feet
## 565 217 ursaring 127 unnerve
## 566 218 slugma 49 flame-body
## 567 218 slugma 40 magma-armor
## 568 218 slugma 133 weak-armor
## 569 219 magcargo 49 flame-body
## 570 219 magcargo 40 magma-armor
## 571 219 magcargo 133 weak-armor
## 572 220 swinub 12 oblivious
## 573 220 swinub 81 snow-cloak
## 574 220 swinub 47 thick-fat
## 575 221 piloswine 12 oblivious
## 576 221 piloswine 81 snow-cloak
## 577 221 piloswine 47 thick-fat
## 578 222 corsola 55 hustle
## 579 222 corsola 30 natural-cure
## 580 222 corsola 144 regenerator
## 581 223 remoraid 55 hustle
## 582 223 remoraid 141 moody
## 583 223 remoraid 97 sniper
## 584 224 octillery 141 moody
## 585 224 octillery 97 sniper
## 586 224 octillery 21 suction-cups
## 587 225 delibird 55 hustle
## 588 225 delibird 15 insomnia
## 589 225 delibird 72 vital-spirit
## 590 226 mantine 33 swift-swim
## 591 226 mantine 11 water-absorb
## 592 226 mantine 41 water-veil
## 593 227 skarmory 51 keen-eye
## 594 227 skarmory 5 sturdy
## 595 227 skarmory 133 weak-armor
## 596 228 houndour 48 early-bird
## 597 228 houndour 18 flash-fire
## 598 228 houndour 127 unnerve
## 599 229 houndoom 48 early-bird
## 600 229 houndoom 18 flash-fire
## 601 229 houndoom 127 unnerve
## 602 230 kingdra 6 damp
## 603 230 kingdra 97 sniper
## 604 230 kingdra 33 swift-swim
## 605 231 phanpy 53 pickup
## 606 231 phanpy 8 sand-veil
## 607 232 donphan 8 sand-veil
## 608 232 donphan 5 sturdy
## 609 233 porygon2 148 analytic
## 610 233 porygon2 88 download
## 611 233 porygon2 36 trace
## 612 234 stantler 119 frisk
## 613 234 stantler 22 intimidate
## 614 234 stantler 157 sap-sipper
## 615 235 smeargle 141 moody
## 616 235 smeargle 20 own-tempo
## 617 235 smeargle 101 technician
## 618 236 tyrogue 62 guts
## 619 236 tyrogue 80 steadfast
## 620 236 tyrogue 72 vital-spirit
## 621 237 hitmontop 22 intimidate
## 622 237 hitmontop 80 steadfast
## 623 237 hitmontop 101 technician
## 624 238 smoochum 108 forewarn
## 625 238 smoochum 93 hydration
## 626 238 smoochum 12 oblivious
## 627 239 elekid 9 static
## 628 239 elekid 72 vital-spirit
## 629 240 magby 49 flame-body
## 630 240 magby 72 vital-spirit
## 631 241 miltank 157 sap-sipper
## 632 241 miltank 113 scrappy
## 633 241 miltank 47 thick-fat
## 634 242 blissey 131 healer
## 635 242 blissey 30 natural-cure
## 636 242 blissey 32 serene-grace
## 637 243 raikou 46 pressure
## 638 243 raikou 10 volt-absorb
## 639 244 entei 18 flash-fire
## 640 244 entei 46 pressure
## 641 245 suicune 46 pressure
## 642 245 suicune 11 water-absorb
## 643 246 larvitar 62 guts
## 644 246 larvitar 8 sand-veil
## 645 247 pupitar 61 shed-skin
## 646 248 tyranitar 45 sand-stream
## 647 248 tyranitar 127 unnerve
## 648 249 lugia 136 multiscale
## 649 249 lugia 46 pressure
## 650 250 ho-oh 46 pressure
## 651 250 ho-oh 144 regenerator
## 652 251 celebi 30 natural-cure
## 653 252 treecko 65 overgrow
## 654 252 treecko 84 unburden
## 655 253 grovyle 65 overgrow
## 656 253 grovyle 84 unburden
## 657 254 sceptile 65 overgrow
## 658 254 sceptile 84 unburden
## 659 255 torchic 66 blaze
## 660 255 torchic 3 speed-boost
## 661 256 combusken 66 blaze
## 662 256 combusken 3 speed-boost
## 663 257 blaziken 66 blaze
## 664 257 blaziken 3 speed-boost
## 665 258 mudkip 6 damp
## 666 258 mudkip 67 torrent
## 667 259 marshtomp 6 damp
## 668 259 marshtomp 67 torrent
## 669 260 swampert 6 damp
## 670 260 swampert 67 torrent
## 671 261 poochyena 95 quick-feet
## 672 261 poochyena 155 rattled
## 673 261 poochyena 50 run-away
## 674 262 mightyena 22 intimidate
## 675 262 mightyena 153 moxie
## 676 262 mightyena 95 quick-feet
## 677 263 zigzagoon 82 gluttony
## 678 263 zigzagoon 53 pickup
## 679 263 zigzagoon 95 quick-feet
## 680 264 linoone 82 gluttony
## 681 264 linoone 53 pickup
## 682 264 linoone 95 quick-feet
## 683 265 wurmple 50 run-away
## 684 265 wurmple 19 shield-dust
## 685 266 silcoon 61 shed-skin
## 686 267 beautifly 79 rivalry
## 687 267 beautifly 68 swarm
## 688 268 cascoon 61 shed-skin
## 689 269 dustox 14 compound-eyes
## 690 269 dustox 19 shield-dust
## 691 270 lotad 20 own-tempo
## 692 270 lotad 44 rain-dish
## 693 270 lotad 33 swift-swim
## 694 271 lombre 20 own-tempo
## 695 271 lombre 44 rain-dish
## 696 271 lombre 33 swift-swim
## 697 272 ludicolo 20 own-tempo
## 698 272 ludicolo 44 rain-dish
## 699 272 ludicolo 33 swift-swim
## 700 273 seedot 34 chlorophyll
## 701 273 seedot 48 early-bird
## 702 273 seedot 124 pickpocket
## 703 274 nuzleaf 34 chlorophyll
## 704 274 nuzleaf 48 early-bird
## 705 274 nuzleaf 124 pickpocket
## 706 275 shiftry 34 chlorophyll
## 707 275 shiftry 48 early-bird
## 708 275 shiftry 124 pickpocket
## 709 276 taillow 62 guts
## 710 276 taillow 113 scrappy
## 711 277 swellow 62 guts
## 712 277 swellow 113 scrappy
## 713 278 wingull 51 keen-eye
## 714 278 wingull 44 rain-dish
## 715 279 pelipper 51 keen-eye
## 716 279 pelipper 44 rain-dish
## 717 280 ralts 28 synchronize
## 718 280 ralts 140 telepathy
## 719 280 ralts 36 trace
## 720 281 kirlia 28 synchronize
## 721 281 kirlia 140 telepathy
## 722 281 kirlia 36 trace
## 723 282 gardevoir 28 synchronize
## 724 282 gardevoir 140 telepathy
## 725 282 gardevoir 36 trace
## 726 283 surskit 44 rain-dish
## 727 283 surskit 33 swift-swim
## 728 284 masquerain 22 intimidate
## 729 284 masquerain 127 unnerve
## 730 285 shroomish 27 effect-spore
## 731 285 shroomish 90 poison-heal
## 732 285 shroomish 95 quick-feet
## 733 286 breloom 27 effect-spore
## 734 286 breloom 90 poison-heal
## 735 286 breloom 101 technician
## 736 287 slakoth 54 truant
## 737 288 vigoroth 72 vital-spirit
## 738 289 slaking 54 truant
## 739 290 nincada 14 compound-eyes
## 740 290 nincada 50 run-away
## 741 291 ninjask 151 infiltrator
## 742 291 ninjask 3 speed-boost
## 743 292 shedinja 25 wonder-guard
## 744 293 whismur 155 rattled
## 745 293 whismur 43 soundproof
## 746 294 loudred 113 scrappy
## 747 294 loudred 43 soundproof
## 748 295 exploud 113 scrappy
## 749 295 exploud 43 soundproof
## 750 296 makuhita 62 guts
## 751 296 makuhita 125 sheer-force
## 752 296 makuhita 47 thick-fat
## 753 297 hariyama 62 guts
## 754 297 hariyama 125 sheer-force
## 755 297 hariyama 47 thick-fat
## 756 298 azurill 37 huge-power
## 757 298 azurill 157 sap-sipper
## 758 298 azurill 47 thick-fat
## 759 299 nosepass 42 magnet-pull
## 760 299 nosepass 159 sand-force
## 761 299 nosepass 5 sturdy
## 762 300 skitty 56 cute-charm
## 763 300 skitty 96 normalize
## 764 300 skitty 147 wonder-skin
## 765 301 delcatty 56 cute-charm
## 766 301 delcatty 96 normalize
## 767 301 delcatty 147 wonder-skin
## 768 302 sableye 51 keen-eye
## 769 302 sableye 158 prankster
## 770 302 sableye 100 stall
## 771 303 mawile 52 hyper-cutter
## 772 303 mawile 22 intimidate
## 773 303 mawile 125 sheer-force
## 774 304 aron 134 heavy-metal
## 775 304 aron 69 rock-head
## 776 304 aron 5 sturdy
## 777 305 lairon 134 heavy-metal
## 778 305 lairon 69 rock-head
## 779 305 lairon 5 sturdy
## 780 306 aggron 134 heavy-metal
## 781 306 aggron 69 rock-head
## 782 306 aggron 5 sturdy
## 783 307 meditite 74 pure-power
## 784 307 meditite 140 telepathy
## 785 308 medicham 74 pure-power
## 786 308 medicham 140 telepathy
## 787 309 electrike 31 lightning-rod
## 788 309 electrike 58 minus
## 789 309 electrike 9 static
## 790 310 manectric 31 lightning-rod
## 791 310 manectric 58 minus
## 792 310 manectric 9 static
## 793 311 plusle 31 lightning-rod
## 794 311 plusle 57 plus
## 795 312 minun 58 minus
## 796 312 minun 10 volt-absorb
## 797 313 volbeat 35 illuminate
## 798 313 volbeat 158 prankster
## 799 313 volbeat 68 swarm
## 800 314 illumise 12 oblivious
## 801 314 illumise 158 prankster
## 802 314 illumise 110 tinted-lens
## 803 315 roselia 102 leaf-guard
## 804 315 roselia 30 natural-cure
## 805 315 roselia 38 poison-point
## 806 316 gulpin 82 gluttony
## 807 316 gulpin 64 liquid-ooze
## 808 316 gulpin 60 sticky-hold
## 809 317 swalot 82 gluttony
## 810 317 swalot 64 liquid-ooze
## 811 317 swalot 60 sticky-hold
## 812 318 carvanha 24 rough-skin
## 813 318 carvanha 3 speed-boost
## 814 319 sharpedo 24 rough-skin
## 815 319 sharpedo 3 speed-boost
## 816 320 wailmer 12 oblivious
## 817 320 wailmer 46 pressure
## 818 320 wailmer 41 water-veil
## 819 321 wailord 12 oblivious
## 820 321 wailord 46 pressure
## 821 321 wailord 41 water-veil
## 822 322 numel 12 oblivious
## 823 322 numel 20 own-tempo
## 824 322 numel 86 simple
## 825 323 camerupt 83 anger-point
## 826 323 camerupt 40 magma-armor
## 827 323 camerupt 116 solid-rock
## 828 324 torkoal 75 shell-armor
## 829 324 torkoal 73 white-smoke
## 830 325 spoink 82 gluttony
## 831 325 spoink 20 own-tempo
## 832 325 spoink 47 thick-fat
## 833 326 grumpig 82 gluttony
## 834 326 grumpig 20 own-tempo
## 835 326 grumpig 47 thick-fat
## 836 327 spinda 126 contrary
## 837 327 spinda 20 own-tempo
## 838 327 spinda 77 tangled-feet
## 839 328 trapinch 71 arena-trap
## 840 328 trapinch 52 hyper-cutter
## 841 328 trapinch 125 sheer-force
## 842 329 vibrava 26 levitate
## 843 330 flygon 26 levitate
## 844 331 cacnea 8 sand-veil
## 845 331 cacnea 11 water-absorb
## 846 332 cacturne 8 sand-veil
## 847 332 cacturne 11 water-absorb
## 848 333 swablu 13 cloud-nine
## 849 333 swablu 30 natural-cure
## 850 334 altaria 13 cloud-nine
## 851 334 altaria 30 natural-cure
## 852 335 zangoose 17 immunity
## 853 335 zangoose 137 toxic-boost
## 854 336 seviper 151 infiltrator
## 855 336 seviper 61 shed-skin
## 856 337 lunatone 26 levitate
## 857 338 solrock 26 levitate
## 858 339 barboach 107 anticipation
## 859 339 barboach 93 hydration
## 860 339 barboach 12 oblivious
## 861 340 whiscash 107 anticipation
## 862 340 whiscash 93 hydration
## 863 340 whiscash 12 oblivious
## 864 341 corphish 91 adaptability
## 865 341 corphish 52 hyper-cutter
## 866 341 corphish 75 shell-armor
## 867 342 crawdaunt 91 adaptability
## 868 342 crawdaunt 52 hyper-cutter
## 869 342 crawdaunt 75 shell-armor
## 870 343 baltoy 26 levitate
## 871 344 claydol 26 levitate
## 872 345 lileep 114 storm-drain
## 873 345 lileep 21 suction-cups
## 874 346 cradily 114 storm-drain
## 875 346 cradily 21 suction-cups
## 876 347 anorith 4 battle-armor
## 877 347 anorith 33 swift-swim
## 878 348 armaldo 4 battle-armor
## 879 348 armaldo 33 swift-swim
## 880 349 feebas 91 adaptability
## 881 349 feebas 12 oblivious
## 882 349 feebas 33 swift-swim
## 883 350 milotic 172 competitive
## 884 350 milotic 56 cute-charm
## 885 350 milotic 63 marvel-scale
## 886 351 castform 59 forecast
## 887 352 kecleon 16 color-change
## 888 352 kecleon 168 protean
## 889 353 shuppet 130 cursed-body
## 890 353 shuppet 119 frisk
## 891 353 shuppet 15 insomnia
## 892 354 banette 130 cursed-body
## 893 354 banette 119 frisk
## 894 354 banette 15 insomnia
## 895 355 duskull 119 frisk
## 896 355 duskull 26 levitate
## 897 356 dusclops 119 frisk
## 898 356 dusclops 46 pressure
## 899 357 tropius 34 chlorophyll
## 900 357 tropius 139 harvest
## 901 357 tropius 94 solar-power
## 902 358 chimecho 26 levitate
## 903 359 absol 154 justified
## 904 359 absol 46 pressure
## 905 359 absol 105 super-luck
## 906 360 wynaut 23 shadow-tag
## 907 360 wynaut 140 telepathy
## 908 361 snorunt 115 ice-body
## 909 361 snorunt 39 inner-focus
## 910 361 snorunt 141 moody
## 911 362 glalie 115 ice-body
## 912 362 glalie 39 inner-focus
## 913 362 glalie 141 moody
## 914 363 spheal 115 ice-body
## 915 363 spheal 12 oblivious
## 916 363 spheal 47 thick-fat
## 917 364 sealeo 115 ice-body
## 918 364 sealeo 12 oblivious
## 919 364 sealeo 47 thick-fat
## 920 365 walrein 115 ice-body
## 921 365 walrein 12 oblivious
## 922 365 walrein 47 thick-fat
## 923 366 clamperl 155 rattled
## 924 366 clamperl 75 shell-armor
## 925 367 huntail 33 swift-swim
## 926 367 huntail 41 water-veil
## 927 368 gorebyss 93 hydration
## 928 368 gorebyss 33 swift-swim
## 929 369 relicanth 69 rock-head
## 930 369 relicanth 5 sturdy
## 931 369 relicanth 33 swift-swim
## 932 370 luvdisc 93 hydration
## 933 370 luvdisc 33 swift-swim
## 934 371 bagon 69 rock-head
## 935 371 bagon 125 sheer-force
## 936 372 shelgon 142 overcoat
## 937 372 shelgon 69 rock-head
## 938 373 salamence 22 intimidate
## 939 373 salamence 153 moxie
## 940 374 beldum 29 clear-body
## 941 374 beldum 135 light-metal
## 942 375 metang 29 clear-body
## 943 375 metang 135 light-metal
## 944 376 metagross 29 clear-body
## 945 376 metagross 135 light-metal
## 946 377 regirock 29 clear-body
## 947 377 regirock 5 sturdy
## 948 378 regice 29 clear-body
## 949 378 regice 115 ice-body
## 950 379 registeel 29 clear-body
## 951 379 registeel 135 light-metal
## 952 380 latias 26 levitate
## 953 381 latios 26 levitate
## 954 382 kyogre 2 drizzle
## 955 383 groudon 70 drought
## 956 384 rayquaza 76 air-lock
## 957 385 jirachi 32 serene-grace
## 958 386 deoxys-normal 46 pressure
## 959 387 turtwig 65 overgrow
## 960 387 turtwig 75 shell-armor
## 961 388 grotle 65 overgrow
## 962 388 grotle 75 shell-armor
## 963 389 torterra 65 overgrow
## 964 389 torterra 75 shell-armor
## 965 390 chimchar 66 blaze
## 966 390 chimchar 89 iron-fist
## 967 391 monferno 66 blaze
## 968 391 monferno 89 iron-fist
## 969 392 infernape 66 blaze
## 970 392 infernape 89 iron-fist
## 971 393 piplup 128 defiant
## 972 393 piplup 67 torrent
## 973 394 prinplup 128 defiant
## 974 394 prinplup 67 torrent
## 975 395 empoleon 128 defiant
## 976 395 empoleon 67 torrent
## 977 396 starly 51 keen-eye
## 978 396 starly 120 reckless
## 979 397 staravia 22 intimidate
## 980 397 staravia 120 reckless
## 981 398 staraptor 22 intimidate
## 982 398 staraptor 120 reckless
## 983 399 bidoof 141 moody
## 984 399 bidoof 86 simple
## 985 399 bidoof 109 unaware
## 986 400 bibarel 141 moody
## 987 400 bibarel 86 simple
## 988 400 bibarel 109 unaware
## 989 401 kricketot 50 run-away
## 990 401 kricketot 61 shed-skin
## 991 402 kricketune 68 swarm
## 992 402 kricketune 101 technician
## 993 403 shinx 62 guts
## 994 403 shinx 22 intimidate
## 995 403 shinx 79 rivalry
## 996 404 luxio 62 guts
## 997 404 luxio 22 intimidate
## 998 404 luxio 79 rivalry
## 999 405 luxray 62 guts
## 1000 405 luxray 22 intimidate
## 1001 405 luxray 79 rivalry
## 1002 406 budew 102 leaf-guard
## 1003 406 budew 30 natural-cure
## 1004 406 budew 38 poison-point
## 1005 407 roserade 30 natural-cure
## 1006 407 roserade 38 poison-point
## 1007 407 roserade 101 technician
## 1008 408 cranidos 104 mold-breaker
## 1009 408 cranidos 125 sheer-force
## 1010 409 rampardos 104 mold-breaker
## 1011 409 rampardos 125 sheer-force
## 1012 410 shieldon 43 soundproof
## 1013 410 shieldon 5 sturdy
## 1014 411 bastiodon 43 soundproof
## 1015 411 bastiodon 5 sturdy
## 1016 412 burmy 142 overcoat
## 1017 412 burmy 61 shed-skin
## 1018 413 wormadam-plant 107 anticipation
## 1019 413 wormadam-plant 142 overcoat
## 1020 414 mothim 68 swarm
## 1021 414 mothim 110 tinted-lens
## 1022 415 combee 118 honey-gather
## 1023 415 combee 55 hustle
## 1024 416 vespiquen 46 pressure
## 1025 416 vespiquen 127 unnerve
## 1026 417 pachirisu 53 pickup
## 1027 417 pachirisu 50 run-away
## 1028 417 pachirisu 10 volt-absorb
## 1029 418 buizel 33 swift-swim
## 1030 418 buizel 41 water-veil
## 1031 419 floatzel 33 swift-swim
## 1032 419 floatzel 41 water-veil
## 1033 420 cherubi 34 chlorophyll
## 1034 421 cherrim 122 flower-gift
## 1035 422 shellos 159 sand-force
## 1036 422 shellos 60 sticky-hold
## 1037 422 shellos 114 storm-drain
## 1038 423 gastrodon 159 sand-force
## 1039 423 gastrodon 60 sticky-hold
## 1040 423 gastrodon 114 storm-drain
## 1041 424 ambipom 53 pickup
## 1042 424 ambipom 92 skill-link
## 1043 424 ambipom 101 technician
## 1044 425 drifloon 106 aftermath
## 1045 425 drifloon 138 flare-boost
## 1046 425 drifloon 84 unburden
## 1047 426 drifblim 106 aftermath
## 1048 426 drifblim 138 flare-boost
## 1049 426 drifblim 84 unburden
## 1050 427 buneary 103 klutz
## 1051 427 buneary 7 limber
## 1052 427 buneary 50 run-away
## 1053 428 lopunny 56 cute-charm
## 1054 428 lopunny 103 klutz
## 1055 428 lopunny 7 limber
## 1056 429 mismagius 26 levitate
## 1057 430 honchkrow 15 insomnia
## 1058 430 honchkrow 153 moxie
## 1059 430 honchkrow 105 super-luck
## 1060 431 glameow 51 keen-eye
## 1061 431 glameow 7 limber
## 1062 431 glameow 20 own-tempo
## 1063 432 purugly 128 defiant
## 1064 432 purugly 20 own-tempo
## 1065 432 purugly 47 thick-fat
## 1066 433 chingling 26 levitate
## 1067 434 stunky 106 aftermath
## 1068 434 stunky 51 keen-eye
## 1069 434 stunky 1 stench
## 1070 435 skuntank 106 aftermath
## 1071 435 skuntank 51 keen-eye
## 1072 435 skuntank 1 stench
## 1073 436 bronzor 85 heatproof
## 1074 436 bronzor 134 heavy-metal
## 1075 436 bronzor 26 levitate
## 1076 437 bronzong 85 heatproof
## 1077 437 bronzong 134 heavy-metal
## 1078 437 bronzong 26 levitate
## 1079 438 bonsly 155 rattled
## 1080 438 bonsly 69 rock-head
## 1081 438 bonsly 5 sturdy
## 1082 439 mime-jr 111 filter
## 1083 439 mime-jr 43 soundproof
## 1084 439 mime-jr 101 technician
## 1085 440 happiny 132 friend-guard
## 1086 440 happiny 30 natural-cure
## 1087 440 happiny 32 serene-grace
## 1088 441 chatot 145 big-pecks
## 1089 441 chatot 51 keen-eye
## 1090 441 chatot 77 tangled-feet
## 1091 442 spiritomb 151 infiltrator
## 1092 442 spiritomb 46 pressure
## 1093 443 gible 24 rough-skin
## 1094 443 gible 8 sand-veil
## 1095 444 gabite 24 rough-skin
## 1096 444 gabite 8 sand-veil
## 1097 445 garchomp 24 rough-skin
## 1098 445 garchomp 8 sand-veil
## 1099 446 munchlax 82 gluttony
## 1100 446 munchlax 53 pickup
## 1101 446 munchlax 47 thick-fat
## 1102 447 riolu 39 inner-focus
## 1103 447 riolu 158 prankster
## 1104 447 riolu 80 steadfast
## 1105 448 lucario 39 inner-focus
## 1106 448 lucario 154 justified
## 1107 448 lucario 80 steadfast
## 1108 449 hippopotas 159 sand-force
## 1109 449 hippopotas 45 sand-stream
## 1110 450 hippowdon 159 sand-force
## 1111 450 hippowdon 45 sand-stream
## 1112 451 skorupi 4 battle-armor
## 1113 451 skorupi 51 keen-eye
## 1114 451 skorupi 97 sniper
## 1115 452 drapion 4 battle-armor
## 1116 452 drapion 51 keen-eye
## 1117 452 drapion 97 sniper
## 1118 453 croagunk 107 anticipation
## 1119 453 croagunk 87 dry-skin
## 1120 453 croagunk 143 poison-touch
## 1121 454 toxicroak 107 anticipation
## 1122 454 toxicroak 87 dry-skin
## 1123 454 toxicroak 143 poison-touch
## 1124 455 carnivine 26 levitate
## 1125 456 finneon 114 storm-drain
## 1126 456 finneon 33 swift-swim
## 1127 456 finneon 41 water-veil
## 1128 457 lumineon 114 storm-drain
## 1129 457 lumineon 33 swift-swim
## 1130 457 lumineon 41 water-veil
## 1131 458 mantyke 33 swift-swim
## 1132 458 mantyke 11 water-absorb
## 1133 458 mantyke 41 water-veil
## 1134 459 snover 117 snow-warning
## 1135 459 snover 43 soundproof
## 1136 460 abomasnow 117 snow-warning
## 1137 460 abomasnow 43 soundproof
## 1138 461 weavile 124 pickpocket
## 1139 461 weavile 46 pressure
## 1140 462 magnezone 148 analytic
## 1141 462 magnezone 42 magnet-pull
## 1142 462 magnezone 5 sturdy
## 1143 463 lickilicky 13 cloud-nine
## 1144 463 lickilicky 12 oblivious
## 1145 463 lickilicky 20 own-tempo
## 1146 464 rhyperior 31 lightning-rod
## 1147 464 rhyperior 120 reckless
## 1148 464 rhyperior 116 solid-rock
## 1149 465 tangrowth 34 chlorophyll
## 1150 465 tangrowth 102 leaf-guard
## 1151 465 tangrowth 144 regenerator
## 1152 466 electivire 78 motor-drive
## 1153 466 electivire 72 vital-spirit
## 1154 467 magmortar 49 flame-body
## 1155 467 magmortar 72 vital-spirit
## 1156 468 togekiss 55 hustle
## 1157 468 togekiss 32 serene-grace
## 1158 468 togekiss 105 super-luck
## 1159 469 yanmega 119 frisk
## 1160 469 yanmega 3 speed-boost
## 1161 469 yanmega 110 tinted-lens
## 1162 470 leafeon 34 chlorophyll
## 1163 470 leafeon 102 leaf-guard
## 1164 471 glaceon 115 ice-body
## 1165 471 glaceon 81 snow-cloak
## 1166 472 gliscor 52 hyper-cutter
## 1167 472 gliscor 90 poison-heal
## 1168 472 gliscor 8 sand-veil
## 1169 473 mamoswine 12 oblivious
## 1170 473 mamoswine 81 snow-cloak
## 1171 473 mamoswine 47 thick-fat
## 1172 474 porygon-z 91 adaptability
## 1173 474 porygon-z 148 analytic
## 1174 474 porygon-z 88 download
## 1175 475 gallade 154 justified
## 1176 475 gallade 80 steadfast
## 1177 476 probopass 42 magnet-pull
## 1178 476 probopass 159 sand-force
## 1179 476 probopass 5 sturdy
## 1180 477 dusknoir 119 frisk
## 1181 477 dusknoir 46 pressure
## 1182 478 froslass 130 cursed-body
## 1183 478 froslass 81 snow-cloak
## 1184 479 rotom 26 levitate
## 1185 480 uxie 26 levitate
## 1186 481 mesprit 26 levitate
## 1187 482 azelf 26 levitate
## 1188 483 dialga 46 pressure
## 1189 483 dialga 140 telepathy
## 1190 484 palkia 46 pressure
## 1191 484 palkia 140 telepathy
## 1192 485 heatran 49 flame-body
## 1193 485 heatran 18 flash-fire
## 1194 486 regigigas 112 slow-start
## 1195 487 giratina-altered 46 pressure
## 1196 487 giratina-altered 140 telepathy
## 1197 488 cresselia 26 levitate
## 1198 489 phione 93 hydration
## 1199 490 manaphy 93 hydration
## 1200 491 darkrai 123 bad-dreams
## 1201 492 shaymin-land 30 natural-cure
## 1202 493 arceus 121 multitype
## 1203 494 victini 162 victory-star
## 1204 495 snivy 126 contrary
## 1205 495 snivy 65 overgrow
## 1206 496 servine 126 contrary
## 1207 496 servine 65 overgrow
## 1208 497 serperior 126 contrary
## 1209 497 serperior 65 overgrow
## 1210 498 tepig 66 blaze
## 1211 498 tepig 47 thick-fat
## 1212 499 pignite 66 blaze
## 1213 499 pignite 47 thick-fat
## 1214 500 emboar 66 blaze
## 1215 500 emboar 120 reckless
## 1216 501 oshawott 75 shell-armor
## 1217 501 oshawott 67 torrent
## 1218 502 dewott 75 shell-armor
## 1219 502 dewott 67 torrent
## 1220 503 samurott 75 shell-armor
## 1221 503 samurott 67 torrent
## 1222 504 patrat 148 analytic
## 1223 504 patrat 51 keen-eye
## 1224 504 patrat 50 run-away
## 1225 505 watchog 148 analytic
## 1226 505 watchog 35 illuminate
## 1227 505 watchog 51 keen-eye
## 1228 506 lillipup 53 pickup
## 1229 506 lillipup 50 run-away
## 1230 506 lillipup 72 vital-spirit
## 1231 507 herdier 22 intimidate
## 1232 507 herdier 146 sand-rush
## 1233 507 herdier 113 scrappy
## 1234 508 stoutland 22 intimidate
## 1235 508 stoutland 146 sand-rush
## 1236 508 stoutland 113 scrappy
## 1237 509 purrloin 7 limber
## 1238 509 purrloin 158 prankster
## 1239 509 purrloin 84 unburden
## 1240 510 liepard 7 limber
## 1241 510 liepard 158 prankster
## 1242 510 liepard 84 unburden
## 1243 511 pansage 82 gluttony
## 1244 511 pansage 65 overgrow
## 1245 512 simisage 82 gluttony
## 1246 512 simisage 65 overgrow
## 1247 513 pansear 66 blaze
## 1248 513 pansear 82 gluttony
## 1249 514 simisear 66 blaze
## 1250 514 simisear 82 gluttony
## 1251 515 panpour 82 gluttony
## 1252 515 panpour 67 torrent
## 1253 516 simipour 82 gluttony
## 1254 516 simipour 67 torrent
## 1255 517 munna 108 forewarn
## 1256 517 munna 28 synchronize
## 1257 517 munna 140 telepathy
## 1258 518 musharna 108 forewarn
## 1259 518 musharna 28 synchronize
## 1260 518 musharna 140 telepathy
## 1261 519 pidove 145 big-pecks
## 1262 519 pidove 79 rivalry
## 1263 519 pidove 105 super-luck
## 1264 520 tranquill 145 big-pecks
## 1265 520 tranquill 79 rivalry
## 1266 520 tranquill 105 super-luck
## 1267 521 unfezant 145 big-pecks
## 1268 521 unfezant 79 rivalry
## 1269 521 unfezant 105 super-luck
## 1270 522 blitzle 31 lightning-rod
## 1271 522 blitzle 78 motor-drive
## 1272 522 blitzle 157 sap-sipper
## 1273 523 zebstrika 31 lightning-rod
## 1274 523 zebstrika 78 motor-drive
## 1275 523 zebstrika 157 sap-sipper
## 1276 524 roggenrola 159 sand-force
## 1277 524 roggenrola 5 sturdy
## 1278 525 boldore 159 sand-force
## 1279 525 boldore 5 sturdy
## 1280 526 gigalith 159 sand-force
## 1281 526 gigalith 5 sturdy
## 1282 527 woobat 103 klutz
## 1283 527 woobat 86 simple
## 1284 527 woobat 109 unaware
## 1285 528 swoobat 103 klutz
## 1286 528 swoobat 86 simple
## 1287 528 swoobat 109 unaware
## 1288 529 drilbur 104 mold-breaker
## 1289 529 drilbur 159 sand-force
## 1290 529 drilbur 146 sand-rush
## 1291 530 excadrill 104 mold-breaker
## 1292 530 excadrill 159 sand-force
## 1293 530 excadrill 146 sand-rush
## 1294 531 audino 131 healer
## 1295 531 audino 103 klutz
## 1296 531 audino 144 regenerator
## 1297 532 timburr 62 guts
## 1298 532 timburr 89 iron-fist
## 1299 532 timburr 125 sheer-force
## 1300 533 gurdurr 62 guts
## 1301 533 gurdurr 89 iron-fist
## 1302 533 gurdurr 125 sheer-force
## 1303 534 conkeldurr 62 guts
## 1304 534 conkeldurr 89 iron-fist
## 1305 534 conkeldurr 125 sheer-force
## 1306 535 tympole 93 hydration
## 1307 535 tympole 33 swift-swim
## 1308 535 tympole 11 water-absorb
## 1309 536 palpitoad 93 hydration
## 1310 536 palpitoad 33 swift-swim
## 1311 536 palpitoad 11 water-absorb
## 1312 537 seismitoad 143 poison-touch
## 1313 537 seismitoad 33 swift-swim
## 1314 537 seismitoad 11 water-absorb
## 1315 538 throh 62 guts
## 1316 538 throh 39 inner-focus
## 1317 538 throh 104 mold-breaker
## 1318 539 sawk 39 inner-focus
## 1319 539 sawk 104 mold-breaker
## 1320 539 sawk 5 sturdy
## 1321 540 sewaddle 34 chlorophyll
## 1322 540 sewaddle 142 overcoat
## 1323 540 sewaddle 68 swarm
## 1324 541 swadloon 34 chlorophyll
## 1325 541 swadloon 102 leaf-guard
## 1326 541 swadloon 142 overcoat
## 1327 542 leavanny 34 chlorophyll
## 1328 542 leavanny 142 overcoat
## 1329 542 leavanny 68 swarm
## 1330 543 venipede 38 poison-point
## 1331 543 venipede 3 speed-boost
## 1332 543 venipede 68 swarm
## 1333 544 whirlipede 38 poison-point
## 1334 544 whirlipede 3 speed-boost
## 1335 544 whirlipede 68 swarm
## 1336 545 scolipede 38 poison-point
## 1337 545 scolipede 3 speed-boost
## 1338 545 scolipede 68 swarm
## 1339 546 cottonee 34 chlorophyll
## 1340 546 cottonee 151 infiltrator
## 1341 546 cottonee 158 prankster
## 1342 547 whimsicott 34 chlorophyll
## 1343 547 whimsicott 151 infiltrator
## 1344 547 whimsicott 158 prankster
## 1345 548 petilil 34 chlorophyll
## 1346 548 petilil 102 leaf-guard
## 1347 548 petilil 20 own-tempo
## 1348 549 lilligant 34 chlorophyll
## 1349 549 lilligant 102 leaf-guard
## 1350 549 lilligant 20 own-tempo
## 1351 550 basculin-red-striped 91 adaptability
## 1352 550 basculin-red-striped 104 mold-breaker
## 1353 550 basculin-red-striped 120 reckless
## 1354 551 sandile 83 anger-point
## 1355 551 sandile 22 intimidate
## 1356 551 sandile 153 moxie
## 1357 552 krokorok 83 anger-point
## 1358 552 krokorok 22 intimidate
## 1359 552 krokorok 153 moxie
## 1360 553 krookodile 83 anger-point
## 1361 553 krookodile 22 intimidate
## 1362 553 krookodile 153 moxie
## 1363 554 darumaka 55 hustle
## 1364 554 darumaka 39 inner-focus
## 1365 555 darmanitan-standard 125 sheer-force
## 1366 555 darmanitan-standard 161 zen-mode
## 1367 556 maractus 34 chlorophyll
## 1368 556 maractus 114 storm-drain
## 1369 556 maractus 11 water-absorb
## 1370 557 dwebble 75 shell-armor
## 1371 557 dwebble 5 sturdy
## 1372 557 dwebble 133 weak-armor
## 1373 558 crustle 75 shell-armor
## 1374 558 crustle 5 sturdy
## 1375 558 crustle 133 weak-armor
## 1376 559 scraggy 22 intimidate
## 1377 559 scraggy 153 moxie
## 1378 559 scraggy 61 shed-skin
## 1379 560 scrafty 22 intimidate
## 1380 560 scrafty 153 moxie
## 1381 560 scrafty 61 shed-skin
## 1382 561 sigilyph 98 magic-guard
## 1383 561 sigilyph 110 tinted-lens
## 1384 561 sigilyph 147 wonder-skin
## 1385 562 yamask 152 mummy
## 1386 563 cofagrigus 152 mummy
## 1387 564 tirtouga 116 solid-rock
## 1388 564 tirtouga 5 sturdy
## 1389 564 tirtouga 33 swift-swim
## 1390 565 carracosta 116 solid-rock
## 1391 565 carracosta 5 sturdy
## 1392 565 carracosta 33 swift-swim
## 1393 566 archen 129 defeatist
## 1394 567 archeops 129 defeatist
## 1395 568 trubbish 106 aftermath
## 1396 568 trubbish 1 stench
## 1397 568 trubbish 60 sticky-hold
## 1398 569 garbodor 106 aftermath
## 1399 569 garbodor 1 stench
## 1400 569 garbodor 133 weak-armor
## 1401 570 zorua 149 illusion
## 1402 571 zoroark 149 illusion
## 1403 572 minccino 56 cute-charm
## 1404 572 minccino 92 skill-link
## 1405 572 minccino 101 technician
## 1406 573 cinccino 56 cute-charm
## 1407 573 cinccino 92 skill-link
## 1408 573 cinccino 101 technician
## 1409 574 gothita 172 competitive
## 1410 574 gothita 119 frisk
## 1411 574 gothita 23 shadow-tag
## 1412 575 gothorita 172 competitive
## 1413 575 gothorita 119 frisk
## 1414 575 gothorita 23 shadow-tag
## 1415 576 gothitelle 172 competitive
## 1416 576 gothitelle 119 frisk
## 1417 576 gothitelle 23 shadow-tag
## 1418 577 solosis 98 magic-guard
## 1419 577 solosis 142 overcoat
## 1420 577 solosis 144 regenerator
## 1421 578 duosion 98 magic-guard
## 1422 578 duosion 142 overcoat
## 1423 578 duosion 144 regenerator
## 1424 579 reuniclus 98 magic-guard
## 1425 579 reuniclus 142 overcoat
## 1426 579 reuniclus 144 regenerator
## 1427 580 ducklett 145 big-pecks
## 1428 580 ducklett 93 hydration
## 1429 580 ducklett 51 keen-eye
## 1430 581 swanna 145 big-pecks
## 1431 581 swanna 93 hydration
## 1432 581 swanna 51 keen-eye
## 1433 582 vanillite 115 ice-body
## 1434 582 vanillite 133 weak-armor
## 1435 583 vanillish 115 ice-body
## 1436 583 vanillish 133 weak-armor
## 1437 584 vanilluxe 115 ice-body
## 1438 584 vanilluxe 133 weak-armor
## 1439 585 deerling 34 chlorophyll
## 1440 585 deerling 157 sap-sipper
## 1441 585 deerling 32 serene-grace
## 1442 586 sawsbuck 34 chlorophyll
## 1443 586 sawsbuck 157 sap-sipper
## 1444 586 sawsbuck 32 serene-grace
## 1445 587 emolga 78 motor-drive
## 1446 587 emolga 9 static
## 1447 588 karrablast 99 no-guard
## 1448 588 karrablast 61 shed-skin
## 1449 588 karrablast 68 swarm
## 1450 589 escavalier 142 overcoat
## 1451 589 escavalier 75 shell-armor
## 1452 589 escavalier 68 swarm
## 1453 590 foongus 27 effect-spore
## 1454 590 foongus 144 regenerator
## 1455 591 amoonguss 27 effect-spore
## 1456 591 amoonguss 144 regenerator
## 1457 592 frillish 130 cursed-body
## 1458 592 frillish 6 damp
## 1459 592 frillish 11 water-absorb
## 1460 593 jellicent 130 cursed-body
## 1461 593 jellicent 6 damp
## 1462 593 jellicent 11 water-absorb
## 1463 594 alomomola 131 healer
## 1464 594 alomomola 93 hydration
## 1465 594 alomomola 144 regenerator
## 1466 595 joltik 14 compound-eyes
## 1467 595 joltik 68 swarm
## 1468 595 joltik 127 unnerve
## 1469 596 galvantula 14 compound-eyes
## 1470 596 galvantula 68 swarm
## 1471 596 galvantula 127 unnerve
## 1472 597 ferroseed 160 iron-barbs
## 1473 598 ferrothorn 107 anticipation
## 1474 598 ferrothorn 160 iron-barbs
## 1475 599 klink 29 clear-body
## 1476 599 klink 58 minus
## 1477 599 klink 57 plus
## 1478 600 klang 29 clear-body
## 1479 600 klang 58 minus
## 1480 600 klang 57 plus
## 1481 601 klinklang 29 clear-body
## 1482 601 klinklang 58 minus
## 1483 601 klinklang 57 plus
## 1484 602 tynamo 26 levitate
## 1485 603 eelektrik 26 levitate
## 1486 604 eelektross 26 levitate
## 1487 605 elgyem 148 analytic
## 1488 605 elgyem 28 synchronize
## 1489 605 elgyem 140 telepathy
## 1490 606 beheeyem 148 analytic
## 1491 606 beheeyem 28 synchronize
## 1492 606 beheeyem 140 telepathy
## 1493 607 litwick 49 flame-body
## 1494 607 litwick 18 flash-fire
## 1495 607 litwick 151 infiltrator
## 1496 608 lampent 49 flame-body
## 1497 608 lampent 18 flash-fire
## 1498 608 lampent 151 infiltrator
## 1499 609 chandelure 49 flame-body
## 1500 609 chandelure 18 flash-fire
## 1501 609 chandelure 151 infiltrator
## 1502 610 axew 104 mold-breaker
## 1503 610 axew 79 rivalry
## 1504 610 axew 127 unnerve
## 1505 611 fraxure 104 mold-breaker
## 1506 611 fraxure 79 rivalry
## 1507 611 fraxure 127 unnerve
## 1508 612 haxorus 104 mold-breaker
## 1509 612 haxorus 79 rivalry
## 1510 612 haxorus 127 unnerve
## 1511 613 cubchoo 155 rattled
## 1512 613 cubchoo 81 snow-cloak
## 1513 614 beartic 81 snow-cloak
## 1514 614 beartic 33 swift-swim
## 1515 615 cryogonal 26 levitate
## 1516 616 shelmet 93 hydration
## 1517 616 shelmet 142 overcoat
## 1518 616 shelmet 75 shell-armor
## 1519 617 accelgor 93 hydration
## 1520 617 accelgor 60 sticky-hold
## 1521 617 accelgor 84 unburden
## 1522 618 stunfisk 7 limber
## 1523 618 stunfisk 8 sand-veil
## 1524 618 stunfisk 9 static
## 1525 619 mienfoo 39 inner-focus
## 1526 619 mienfoo 120 reckless
## 1527 619 mienfoo 144 regenerator
## 1528 620 mienshao 39 inner-focus
## 1529 620 mienshao 120 reckless
## 1530 620 mienshao 144 regenerator
## 1531 621 druddigon 104 mold-breaker
## 1532 621 druddigon 24 rough-skin
## 1533 621 druddigon 125 sheer-force
## 1534 622 golett 89 iron-fist
## 1535 622 golett 103 klutz
## 1536 622 golett 99 no-guard
## 1537 623 golurk 89 iron-fist
## 1538 623 golurk 103 klutz
## 1539 623 golurk 99 no-guard
## 1540 624 pawniard 128 defiant
## 1541 624 pawniard 39 inner-focus
## 1542 624 pawniard 46 pressure
## 1543 625 bisharp 128 defiant
## 1544 625 bisharp 39 inner-focus
## 1545 625 bisharp 46 pressure
## 1546 626 bouffalant 120 reckless
## 1547 626 bouffalant 157 sap-sipper
## 1548 626 bouffalant 43 soundproof
## 1549 627 rufflet 55 hustle
## 1550 627 rufflet 51 keen-eye
## 1551 627 rufflet 125 sheer-force
## 1552 628 braviary 128 defiant
## 1553 628 braviary 51 keen-eye
## 1554 628 braviary 125 sheer-force
## 1555 629 vullaby 145 big-pecks
## 1556 629 vullaby 142 overcoat
## 1557 629 vullaby 133 weak-armor
## 1558 630 mandibuzz 145 big-pecks
## 1559 630 mandibuzz 142 overcoat
## 1560 630 mandibuzz 133 weak-armor
## 1561 631 heatmor 18 flash-fire
## 1562 631 heatmor 82 gluttony
## 1563 631 heatmor 73 white-smoke
## 1564 632 durant 55 hustle
## 1565 632 durant 68 swarm
## 1566 632 durant 54 truant
## 1567 633 deino 55 hustle
## 1568 634 zweilous 55 hustle
## 1569 635 hydreigon 26 levitate
## 1570 636 larvesta 49 flame-body
## 1571 636 larvesta 68 swarm
## 1572 637 volcarona 49 flame-body
## 1573 637 volcarona 68 swarm
## 1574 638 cobalion 154 justified
## 1575 639 terrakion 154 justified
## 1576 640 virizion 154 justified
## 1577 641 tornadus-incarnate 128 defiant
## 1578 641 tornadus-incarnate 158 prankster
## 1579 642 thundurus-incarnate 128 defiant
## 1580 642 thundurus-incarnate 158 prankster
## 1581 643 reshiram 163 turboblaze
## 1582 644 zekrom 164 teravolt
## 1583 645 landorus-incarnate 159 sand-force
## 1584 645 landorus-incarnate 125 sheer-force
## 1585 646 kyurem 46 pressure
## 1586 647 keldeo-ordinary 154 justified
## 1587 648 meloetta-aria 32 serene-grace
## 1588 649 genesect 88 download
## 1589 650 chespin 171 bulletproof
## 1590 650 chespin 65 overgrow
## 1591 651 quilladin 171 bulletproof
## 1592 651 quilladin 65 overgrow
## 1593 652 chesnaught 171 bulletproof
## 1594 652 chesnaught 65 overgrow
## 1595 653 fennekin 66 blaze
## 1596 653 fennekin 170 magician
## 1597 654 braixen 66 blaze
## 1598 654 braixen 170 magician
## 1599 655 delphox 66 blaze
## 1600 655 delphox 170 magician
## 1601 656 froakie 168 protean
## 1602 656 froakie 67 torrent
## 1603 657 frogadier 168 protean
## 1604 657 frogadier 67 torrent
## 1605 658 greninja 168 protean
## 1606 658 greninja 67 torrent
## 1607 659 bunnelby 167 cheek-pouch
## 1608 659 bunnelby 37 huge-power
## 1609 659 bunnelby 53 pickup
## 1610 660 diggersby 167 cheek-pouch
## 1611 660 diggersby 37 huge-power
## 1612 660 diggersby 53 pickup
## 1613 661 fletchling 145 big-pecks
## 1614 661 fletchling 177 gale-wings
## 1615 662 fletchinder 49 flame-body
## 1616 662 fletchinder 177 gale-wings
## 1617 663 talonflame 49 flame-body
## 1618 663 talonflame 177 gale-wings
## 1619 664 scatterbug 14 compound-eyes
## 1620 664 scatterbug 132 friend-guard
## 1621 664 scatterbug 19 shield-dust
## 1622 665 spewpa 132 friend-guard
## 1623 665 spewpa 61 shed-skin
## 1624 666 vivillon 14 compound-eyes
## 1625 666 vivillon 132 friend-guard
## 1626 666 vivillon 19 shield-dust
## 1627 667 litleo 153 moxie
## 1628 667 litleo 79 rivalry
## 1629 667 litleo 127 unnerve
## 1630 668 pyroar 153 moxie
## 1631 668 pyroar 79 rivalry
## 1632 668 pyroar 127 unnerve
## 1633 669 flabebe 166 flower-veil
## 1634 669 flabebe 180 symbiosis
## 1635 670 floette 166 flower-veil
## 1636 670 floette 180 symbiosis
## 1637 671 florges 166 flower-veil
## 1638 671 florges 180 symbiosis
## 1639 672 skiddo 179 grass-pelt
## 1640 672 skiddo 157 sap-sipper
## 1641 673 gogoat 179 grass-pelt
## 1642 673 gogoat 157 sap-sipper
## 1643 674 pancham 89 iron-fist
## 1644 674 pancham 104 mold-breaker
## 1645 674 pancham 113 scrappy
## 1646 675 pangoro 89 iron-fist
## 1647 675 pangoro 104 mold-breaker
## 1648 675 pangoro 113 scrappy
## 1649 676 furfrou 169 fur-coat
## 1650 677 espurr 151 infiltrator
## 1651 677 espurr 51 keen-eye
## 1652 677 espurr 20 own-tempo
## 1653 678 meowstic-male 151 infiltrator
## 1654 678 meowstic-male 51 keen-eye
## 1655 678 meowstic-male 158 prankster
## 1656 679 honedge 99 no-guard
## 1657 680 doublade 99 no-guard
## 1658 681 aegislash-shield 176 stance-change
## 1659 682 spritzee 165 aroma-veil
## 1660 682 spritzee 131 healer
## 1661 683 aromatisse 165 aroma-veil
## 1662 683 aromatisse 131 healer
## 1663 684 swirlix 175 sweet-veil
## 1664 684 swirlix 84 unburden
## 1665 685 slurpuff 175 sweet-veil
## 1666 685 slurpuff 84 unburden
## 1667 686 inkay 126 contrary
## 1668 686 inkay 151 infiltrator
## 1669 686 inkay 21 suction-cups
## 1670 687 malamar 126 contrary
## 1671 687 malamar 151 infiltrator
## 1672 687 malamar 21 suction-cups
## 1673 688 binacle 124 pickpocket
## 1674 688 binacle 97 sniper
## 1675 688 binacle 181 tough-claws
## 1676 689 barbaracle 124 pickpocket
## 1677 689 barbaracle 97 sniper
## 1678 689 barbaracle 181 tough-claws
## 1679 690 skrelp 91 adaptability
## 1680 690 skrelp 38 poison-point
## 1681 690 skrelp 143 poison-touch
## 1682 691 dragalge 91 adaptability
## 1683 691 dragalge 38 poison-point
## 1684 691 dragalge 143 poison-touch
## 1685 692 clauncher 178 mega-launcher
## 1686 693 clawitzer 178 mega-launcher
## 1687 694 helioptile 87 dry-skin
## 1688 694 helioptile 8 sand-veil
## 1689 694 helioptile 94 solar-power
## 1690 695 heliolisk 87 dry-skin
## 1691 695 heliolisk 8 sand-veil
## 1692 695 heliolisk 94 solar-power
## 1693 696 tyrunt 173 strong-jaw
## 1694 696 tyrunt 5 sturdy
## 1695 697 tyrantrum 69 rock-head
## 1696 697 tyrantrum 173 strong-jaw
## 1697 698 amaura 174 refrigerate
## 1698 698 amaura 117 snow-warning
## 1699 699 aurorus 174 refrigerate
## 1700 699 aurorus 117 snow-warning
## 1701 700 sylveon 56 cute-charm
## 1702 700 sylveon 182 pixilate
## 1703 701 hawlucha 7 limber
## 1704 701 hawlucha 104 mold-breaker
## 1705 701 hawlucha 84 unburden
## 1706 702 dedenne 167 cheek-pouch
## 1707 702 dedenne 53 pickup
## 1708 702 dedenne 57 plus
## 1709 703 carbink 29 clear-body
## 1710 703 carbink 5 sturdy
## 1711 704 goomy 183 gooey
## 1712 704 goomy 93 hydration
## 1713 704 goomy 157 sap-sipper
## 1714 705 sliggoo 183 gooey
## 1715 705 sliggoo 93 hydration
## 1716 705 sliggoo 157 sap-sipper
## 1717 706 goodra 183 gooey
## 1718 706 goodra 93 hydration
## 1719 706 goodra 157 sap-sipper
## 1720 707 klefki 170 magician
## 1721 707 klefki 158 prankster
## 1722 708 phantump 119 frisk
## 1723 708 phantump 139 harvest
## 1724 708 phantump 30 natural-cure
## 1725 709 trevenant 119 frisk
## 1726 709 trevenant 139 harvest
## 1727 709 trevenant 30 natural-cure
## 1728 710 pumpkaboo-average 119 frisk
## 1729 710 pumpkaboo-average 15 insomnia
## 1730 710 pumpkaboo-average 53 pickup
## 1731 711 gourgeist-average 119 frisk
## 1732 711 gourgeist-average 15 insomnia
## 1733 711 gourgeist-average 53 pickup
## 1734 712 bergmite 115 ice-body
## 1735 712 bergmite 20 own-tempo
## 1736 712 bergmite 5 sturdy
## 1737 713 avalugg 115 ice-body
## 1738 713 avalugg 20 own-tempo
## 1739 713 avalugg 5 sturdy
## 1740 714 noibat 119 frisk
## 1741 714 noibat 151 infiltrator
## 1742 714 noibat 140 telepathy
## 1743 715 noivern 119 frisk
## 1744 715 noivern 151 infiltrator
## 1745 715 noivern 140 telepathy
## 1746 716 xerneas 187 fairy-aura
## 1747 717 yveltal 186 dark-aura
## 1748 718 zygarde 188 aura-break
## 1749 719 diancie 29 clear-body
## 1750 720 hoopa 170 magician
## 1751 721 volcanion 11 water-absorb
## 1752 10001 deoxys-attack 46 pressure
## 1753 10002 deoxys-defense 46 pressure
## 1754 10003 deoxys-speed 46 pressure
## 1755 10004 wormadam-sandy 107 anticipation
## 1756 10004 wormadam-sandy 142 overcoat
## 1757 10005 wormadam-trash 107 anticipation
## 1758 10005 wormadam-trash 142 overcoat
## 1759 10006 shaymin-sky 32 serene-grace
## 1760 10007 giratina-origin 26 levitate
## 1761 10008 rotom-heat 26 levitate
## 1762 10009 rotom-wash 26 levitate
## 1763 10010 rotom-frost 26 levitate
## 1764 10011 rotom-fan 26 levitate
## 1765 10012 rotom-mow 26 levitate
## 1766 10013 castform-sunny 59 forecast
## 1767 10014 castform-rainy 59 forecast
## 1768 10015 castform-snowy 59 forecast
## 1769 10016 basculin-blue-striped 91 adaptability
## 1770 10016 basculin-blue-striped 104 mold-breaker
## 1771 10016 basculin-blue-striped 69 rock-head
## 1772 10017 darmanitan-zen 125 sheer-force
## 1773 10017 darmanitan-zen 161 zen-mode
## 1774 10018 meloetta-pirouette 32 serene-grace
## 1775 10019 tornadus-therian 144 regenerator
## 1776 10020 thundurus-therian 10 volt-absorb
## 1777 10021 landorus-therian 22 intimidate
## 1778 10022 kyurem-black 164 teravolt
## 1779 10023 kyurem-white 163 turboblaze
## 1780 10024 keldeo-resolute 154 justified
## 1781 10025 meowstic-female 172 competitive
## 1782 10025 meowstic-female 151 infiltrator
## 1783 10025 meowstic-female 51 keen-eye
## 1784 10026 aegislash-blade 176 stance-change
## 1785 10027 pumpkaboo-small 119 frisk
## 1786 10027 pumpkaboo-small 15 insomnia
## 1787 10027 pumpkaboo-small 53 pickup
## 1788 10028 pumpkaboo-large 119 frisk
## 1789 10028 pumpkaboo-large 15 insomnia
## 1790 10028 pumpkaboo-large 53 pickup
## 1791 10029 pumpkaboo-super 119 frisk
## 1792 10029 pumpkaboo-super 15 insomnia
## 1793 10029 pumpkaboo-super 53 pickup
## 1794 10030 gourgeist-small 119 frisk
## 1795 10030 gourgeist-small 15 insomnia
## 1796 10030 gourgeist-small 53 pickup
## 1797 10031 gourgeist-large 119 frisk
## 1798 10031 gourgeist-large 15 insomnia
## 1799 10031 gourgeist-large 53 pickup
## 1800 10032 gourgeist-super 119 frisk
## 1801 10032 gourgeist-super 15 insomnia
## 1802 10032 gourgeist-super 53 pickup
## 1803 10033 venusaur-mega 47 thick-fat
## 1804 10034 charizard-mega-x 181 tough-claws
## 1805 10035 charizard-mega-y 70 drought
## 1806 10036 blastoise-mega 178 mega-launcher
## 1807 10037 alakazam-mega 36 trace
## 1808 10038 gengar-mega 23 shadow-tag
## 1809 10039 kangaskhan-mega 185 parental-bond
## 1810 10040 pinsir-mega 184 aerilate
## 1811 10041 gyarados-mega 104 mold-breaker
## 1812 10042 aerodactyl-mega 181 tough-claws
## 1813 10043 mewtwo-mega-x 80 steadfast
## 1814 10044 mewtwo-mega-y 15 insomnia
## 1815 10045 ampharos-mega 104 mold-breaker
## 1816 10046 scizor-mega 101 technician
## 1817 10047 heracross-mega 92 skill-link
## 1818 10048 houndoom-mega 94 solar-power
## 1819 10049 tyranitar-mega 45 sand-stream
## 1820 10050 blaziken-mega 3 speed-boost
## 1821 10051 gardevoir-mega 182 pixilate
## 1822 10052 mawile-mega 37 huge-power
## 1823 10053 aggron-mega 111 filter
## 1824 10054 medicham-mega 74 pure-power
## 1825 10055 manectric-mega 22 intimidate
## 1826 10056 banette-mega 158 prankster
## 1827 10057 absol-mega 156 magic-bounce
## 1828 10058 garchomp-mega 159 sand-force
## 1829 10059 lucario-mega 91 adaptability
## 1830 10060 abomasnow-mega 117 snow-warning
## 1831 10061 floette-eternal 166 flower-veil
## 1832 10061 floette-eternal 180 symbiosis
## 1833 10062 latias-mega 26 levitate
## 1834 10063 latios-mega 26 levitate
## 1835 10064 swampert-mega 33 swift-swim
## 1836 10065 sceptile-mega 31 lightning-rod
## 1837 10066 sableye-mega 156 magic-bounce
## 1838 10067 altaria-mega 182 pixilate
## 1839 10068 gallade-mega 39 inner-focus
## 1840 10069 audino-mega 131 healer
## 1841 10070 sharpedo-mega 173 strong-jaw
## 1842 10071 slowbro-mega 75 shell-armor
## 1843 10072 steelix-mega 159 sand-force
## 1844 10073 pidgeot-mega 99 no-guard
## 1845 10074 glalie-mega 174 refrigerate
## 1846 10075 diancie-mega 156 magic-bounce
## 1847 10076 metagross-mega 181 tough-claws
## 1848 10077 kyogre-primal 189 primordial-sea
## 1849 10078 groudon-primal 190 desolate-land
## 1850 10079 rayquaza-mega 191 delta-stream
## 1851 10080 pikachu-rock-star 31 lightning-rod
## 1852 10080 pikachu-rock-star 9 static
## 1853 10081 pikachu-belle 31 lightning-rod
## 1854 10081 pikachu-belle 9 static
## 1855 10082 pikachu-pop-star 31 lightning-rod
## 1856 10082 pikachu-pop-star 9 static
## 1857 10083 pikachu-phd 31 lightning-rod
## 1858 10083 pikachu-phd 9 static
## 1859 10084 pikachu-libre 31 lightning-rod
## 1860 10084 pikachu-libre 9 static
## 1861 10085 pikachu-cosplay 31 lightning-rod
## 1862 10085 pikachu-cosplay 9 static
## 1863 10086 hoopa-unbound 170 magician
## 1864 10087 camerupt-mega 125 sheer-force
## 1865 10088 lopunny-mega 113 scrappy
## 1866 10089 salamence-mega 184 aerilate
## 1867 10090 beedrill-mega 91 adaptability
## SUM(pokemon_stats.base_stat)
## 1 318
## 2 318
## 3 405
## 4 405
## 5 525
## 6 525
## 7 309
## 8 309
## 9 405
## 10 405
## 11 534
## 12 534
## 13 314
## 14 314
## 15 405
## 16 405
## 17 530
## 18 530
## 19 195
## 20 195
## 21 205
## 22 395
## 23 395
## 24 195
## 25 195
## 26 205
## 27 395
## 28 395
## 29 251
## 30 251
## 31 251
## 32 349
## 33 349
## 34 349
## 35 479
## 36 479
## 37 479
## 38 253
## 39 253
## 40 253
## 41 413
## 42 413
## 43 413
## 44 262
## 45 262
## 46 442
## 47 442
## 48 288
## 49 288
## 50 288
## 51 438
## 52 438
## 53 438
## 54 320
## 55 320
## 56 485
## 57 485
## 58 300
## 59 300
## 60 450
## 61 450
## 62 275
## 63 275
## 64 275
## 65 365
## 66 365
## 67 365
## 68 505
## 69 505
## 70 505
## 71 273
## 72 273
## 73 273
## 74 365
## 75 365
## 76 365
## 77 505
## 78 505
## 79 505
## 80 323
## 81 323
## 82 323
## 83 483
## 84 483
## 85 483
## 86 299
## 87 299
## 88 505
## 89 505
## 90 270
## 91 270
## 92 270
## 93 435
## 94 435
## 95 435
## 96 245
## 97 245
## 98 455
## 99 455
## 100 320
## 101 320
## 102 395
## 103 395
## 104 490
## 105 490
## 106 285
## 107 285
## 108 285
## 109 405
## 110 405
## 111 405
## 112 305
## 113 305
## 114 305
## 115 450
## 116 450
## 117 450
## 118 265
## 119 265
## 120 265
## 121 405
## 122 405
## 123 405
## 124 290
## 125 290
## 126 290
## 127 440
## 128 440
## 129 440
## 130 320
## 131 320
## 132 320
## 133 500
## 134 500
## 135 500
## 136 305
## 137 305
## 138 305
## 139 455
## 140 455
## 141 455
## 142 350
## 143 350
## 144 350
## 145 555
## 146 555
## 147 555
## 148 300
## 149 300
## 150 300
## 151 385
## 152 385
## 153 385
## 154 510
## 155 510
## 156 510
## 157 310
## 158 310
## 159 310
## 160 400
## 161 400
## 162 400
## 163 500
## 164 500
## 165 500
## 166 305
## 167 305
## 168 305
## 169 405
## 170 405
## 171 405
## 172 505
## 173 505
## 174 505
## 175 300
## 176 300
## 177 390
## 178 390
## 179 490
## 180 490
## 181 335
## 182 335
## 183 335
## 184 515
## 185 515
## 186 515
## 187 300
## 188 300
## 189 300
## 190 390
## 191 390
## 192 390
## 193 495
## 194 495
## 195 495
## 196 410
## 197 410
## 198 410
## 199 500
## 200 500
## 201 500
## 202 315
## 203 315
## 204 315
## 205 490
## 206 490
## 207 490
## 208 325
## 209 325
## 210 325
## 211 465
## 212 465
## 213 465
## 214 352
## 215 352
## 216 352
## 217 310
## 218 310
## 219 310
## 220 460
## 221 460
## 222 460
## 223 325
## 224 325
## 225 325
## 226 475
## 227 475
## 228 475
## 229 325
## 230 325
## 231 325
## 232 500
## 233 500
## 234 500
## 235 305
## 236 305
## 237 305
## 238 525
## 239 525
## 240 525
## 241 310
## 242 405
## 243 500
## 244 385
## 245 385
## 246 385
## 247 328
## 248 328
## 249 328
## 250 483
## 251 483
## 252 483
## 253 325
## 254 325
## 255 325
## 256 475
## 257 475
## 258 475
## 259 330
## 260 330
## 261 330
## 262 480
## 263 480
## 264 480
## 265 325
## 266 325
## 267 520
## 268 520
## 269 320
## 270 320
## 271 320
## 272 425
## 273 425
## 274 425
## 275 455
## 276 455
## 277 455
## 278 455
## 279 455
## 280 455
## 281 385
## 282 385
## 283 385
## 284 340
## 285 490
## 286 345
## 287 345
## 288 345
## 289 485
## 290 485
## 291 485
## 292 450
## 293 450
## 294 450
## 295 435
## 296 435
## 297 435
## 298 490
## 299 490
## 300 490
## 301 295
## 302 295
## 303 295
## 304 440
## 305 440
## 306 440
## 307 320
## 308 320
## 309 320
## 310 450
## 311 450
## 312 450
## 313 340
## 314 340
## 315 340
## 316 520
## 317 520
## 318 520
## 319 460
## 320 460
## 321 460
## 322 500
## 323 500
## 324 500
## 325 455
## 326 455
## 327 455
## 328 490
## 329 490
## 330 495
## 331 495
## 332 500
## 333 500
## 334 500
## 335 490
## 336 490
## 337 490
## 338 200
## 339 200
## 340 540
## 341 540
## 342 535
## 343 535
## 344 535
## 345 288
## 346 288
## 347 325
## 348 325
## 349 325
## 350 525
## 351 525
## 352 525
## 353 525
## 354 525
## 355 525
## 356 395
## 357 395
## 358 395
## 359 355
## 360 355
## 361 355
## 362 495
## 363 495
## 364 495
## 365 355
## 366 355
## 367 355
## 368 495
## 369 495
## 370 495
## 371 515
## 372 515
## 373 515
## 374 540
## 375 540
## 376 540
## 377 580
## 378 580
## 379 580
## 380 580
## 381 580
## 382 580
## 383 300
## 384 300
## 385 420
## 386 420
## 387 600
## 388 600
## 389 680
## 390 680
## 391 600
## 392 318
## 393 318
## 394 405
## 395 405
## 396 525
## 397 525
## 398 309
## 399 309
## 400 405
## 401 405
## 402 534
## 403 534
## 404 314
## 405 314
## 406 405
## 407 405
## 408 530
## 409 530
## 410 215
## 411 215
## 412 215
## 413 415
## 414 415
## 415 415
## 416 262
## 417 262
## 418 262
## 419 442
## 420 442
## 421 442
## 422 265
## 423 265
## 424 265
## 425 390
## 426 390
## 427 390
## 428 250
## 429 250
## 430 250
## 431 390
## 432 390
## 433 390
## 434 535
## 435 535
## 436 330
## 437 330
## 438 330
## 439 460
## 440 460
## 441 460
## 442 205
## 443 205
## 444 218
## 445 218
## 446 218
## 447 210
## 448 210
## 449 210
## 450 245
## 451 245
## 452 245
## 453 405
## 454 405
## 455 405
## 456 320
## 457 320
## 458 320
## 459 470
## 460 470
## 461 470
## 462 280
## 463 280
## 464 365
## 465 365
## 466 510
## 467 510
## 468 490
## 469 490
## 470 250
## 471 250
## 472 250
## 473 420
## 474 420
## 475 420
## 476 410
## 477 410
## 478 410
## 479 500
## 480 500
## 481 500
## 482 250
## 483 250
## 484 250
## 485 340
## 486 340
## 487 340
## 488 460
## 489 460
## 490 460
## 491 360
## 492 360
## 493 360
## 494 180
## 495 180
## 496 180
## 497 425
## 498 425
## 499 425
## 500 390
## 501 390
## 502 390
## 503 210
## 504 210
## 505 210
## 506 430
## 507 430
## 508 430
## 509 525
## 510 525
## 511 525
## 512 525
## 513 405
## 514 405
## 515 405
## 516 490
## 517 490
## 518 490
## 519 435
## 520 336
## 521 405
## 522 405
## 523 455
## 524 455
## 525 455
## 526 290
## 527 290
## 528 465
## 529 465
## 530 415
## 531 415
## 532 415
## 533 430
## 534 430
## 535 430
## 536 510
## 537 510
## 538 510
## 539 300
## 540 300
## 541 300
## 542 450
## 543 450
## 544 450
## 545 430
## 546 430
## 547 430
## 548 500
## 549 500
## 550 500
## 551 505
## 552 505
## 553 505
## 554 500
## 555 500
## 556 500
## 557 430
## 558 430
## 559 430
## 560 330
## 561 330
## 562 330
## 563 500
## 564 500
## 565 500
## 566 250
## 567 250
## 568 250
## 569 410
## 570 410
## 571 410
## 572 250
## 573 250
## 574 250
## 575 450
## 576 450
## 577 450
## 578 380
## 579 380
## 580 380
## 581 300
## 582 300
## 583 300
## 584 480
## 585 480
## 586 480
## 587 330
## 588 330
## 589 330
## 590 465
## 591 465
## 592 465
## 593 465
## 594 465
## 595 465
## 596 330
## 597 330
## 598 330
## 599 500
## 600 500
## 601 500
## 602 540
## 603 540
## 604 540
## 605 330
## 606 330
## 607 500
## 608 500
## 609 515
## 610 515
## 611 515
## 612 465
## 613 465
## 614 465
## 615 250
## 616 250
## 617 250
## 618 210
## 619 210
## 620 210
## 621 455
## 622 455
## 623 455
## 624 305
## 625 305
## 626 305
## 627 360
## 628 360
## 629 365
## 630 365
## 631 490
## 632 490
## 633 490
## 634 540
## 635 540
## 636 540
## 637 580
## 638 580
## 639 580
## 640 580
## 641 580
## 642 580
## 643 300
## 644 300
## 645 410
## 646 600
## 647 600
## 648 680
## 649 680
## 650 680
## 651 680
## 652 600
## 653 310
## 654 310
## 655 405
## 656 405
## 657 530
## 658 530
## 659 310
## 660 310
## 661 405
## 662 405
## 663 530
## 664 530
## 665 310
## 666 310
## 667 405
## 668 405
## 669 535
## 670 535
## 671 220
## 672 220
## 673 220
## 674 420
## 675 420
## 676 420
## 677 240
## 678 240
## 679 240
## 680 420
## 681 420
## 682 420
## 683 195
## 684 195
## 685 205
## 686 395
## 687 395
## 688 205
## 689 385
## 690 385
## 691 220
## 692 220
## 693 220
## 694 340
## 695 340
## 696 340
## 697 480
## 698 480
## 699 480
## 700 220
## 701 220
## 702 220
## 703 340
## 704 340
## 705 340
## 706 480
## 707 480
## 708 480
## 709 270
## 710 270
## 711 430
## 712 430
## 713 270
## 714 270
## 715 430
## 716 430
## 717 198
## 718 198
## 719 198
## 720 278
## 721 278
## 722 278
## 723 518
## 724 518
## 725 518
## 726 269
## 727 269
## 728 414
## 729 414
## 730 295
## 731 295
## 732 295
## 733 460
## 734 460
## 735 460
## 736 280
## 737 440
## 738 670
## 739 266
## 740 266
## 741 456
## 742 456
## 743 236
## 744 240
## 745 240
## 746 360
## 747 360
## 748 490
## 749 490
## 750 237
## 751 237
## 752 237
## 753 474
## 754 474
## 755 474
## 756 190
## 757 190
## 758 190
## 759 375
## 760 375
## 761 375
## 762 260
## 763 260
## 764 260
## 765 380
## 766 380
## 767 380
## 768 380
## 769 380
## 770 380
## 771 380
## 772 380
## 773 380
## 774 330
## 775 330
## 776 330
## 777 430
## 778 430
## 779 430
## 780 530
## 781 530
## 782 530
## 783 280
## 784 280
## 785 410
## 786 410
## 787 295
## 788 295
## 789 295
## 790 475
## 791 475
## 792 475
## 793 405
## 794 405
## 795 405
## 796 405
## 797 400
## 798 400
## 799 400
## 800 400
## 801 400
## 802 400
## 803 400
## 804 400
## 805 400
## 806 302
## 807 302
## 808 302
## 809 467
## 810 467
## 811 467
## 812 305
## 813 305
## 814 460
## 815 460
## 816 400
## 817 400
## 818 400
## 819 500
## 820 500
## 821 500
## 822 305
## 823 305
## 824 305
## 825 460
## 826 460
## 827 460
## 828 470
## 829 470
## 830 330
## 831 330
## 832 330
## 833 470
## 834 470
## 835 470
## 836 360
## 837 360
## 838 360
## 839 290
## 840 290
## 841 290
## 842 340
## 843 520
## 844 335
## 845 335
## 846 475
## 847 475
## 848 310
## 849 310
## 850 490
## 851 490
## 852 458
## 853 458
## 854 458
## 855 458
## 856 440
## 857 440
## 858 288
## 859 288
## 860 288
## 861 468
## 862 468
## 863 468
## 864 308
## 865 308
## 866 308
## 867 468
## 868 468
## 869 468
## 870 300
## 871 500
## 872 355
## 873 355
## 874 495
## 875 495
## 876 355
## 877 355
## 878 495
## 879 495
## 880 200
## 881 200
## 882 200
## 883 540
## 884 540
## 885 540
## 886 420
## 887 440
## 888 440
## 889 295
## 890 295
## 891 295
## 892 455
## 893 455
## 894 455
## 895 295
## 896 295
## 897 455
## 898 455
## 899 460
## 900 460
## 901 460
## 902 425
## 903 465
## 904 465
## 905 465
## 906 260
## 907 260
## 908 300
## 909 300
## 910 300
## 911 480
## 912 480
## 913 480
## 914 290
## 915 290
## 916 290
## 917 410
## 918 410
## 919 410
## 920 530
## 921 530
## 922 530
## 923 345
## 924 345
## 925 485
## 926 485
## 927 485
## 928 485
## 929 485
## 930 485
## 931 485
## 932 330
## 933 330
## 934 300
## 935 300
## 936 420
## 937 420
## 938 600
## 939 600
## 940 300
## 941 300
## 942 420
## 943 420
## 944 600
## 945 600
## 946 580
## 947 580
## 948 580
## 949 580
## 950 580
## 951 580
## 952 600
## 953 600
## 954 670
## 955 670
## 956 680
## 957 600
## 958 600
## 959 318
## 960 318
## 961 405
## 962 405
## 963 525
## 964 525
## 965 309
## 966 309
## 967 405
## 968 405
## 969 534
## 970 534
## 971 314
## 972 314
## 973 405
## 974 405
## 975 530
## 976 530
## 977 245
## 978 245
## 979 340
## 980 340
## 981 485
## 982 485
## 983 250
## 984 250
## 985 250
## 986 410
## 987 410
## 988 410
## 989 194
## 990 194
## 991 384
## 992 384
## 993 263
## 994 263
## 995 263
## 996 363
## 997 363
## 998 363
## 999 523
## 1000 523
## 1001 523
## 1002 280
## 1003 280
## 1004 280
## 1005 515
## 1006 515
## 1007 515
## 1008 350
## 1009 350
## 1010 495
## 1011 495
## 1012 350
## 1013 350
## 1014 495
## 1015 495
## 1016 224
## 1017 224
## 1018 424
## 1019 424
## 1020 424
## 1021 424
## 1022 244
## 1023 244
## 1024 474
## 1025 474
## 1026 405
## 1027 405
## 1028 405
## 1029 330
## 1030 330
## 1031 495
## 1032 495
## 1033 275
## 1034 450
## 1035 325
## 1036 325
## 1037 325
## 1038 475
## 1039 475
## 1040 475
## 1041 482
## 1042 482
## 1043 482
## 1044 348
## 1045 348
## 1046 348
## 1047 498
## 1048 498
## 1049 498
## 1050 350
## 1051 350
## 1052 350
## 1053 480
## 1054 480
## 1055 480
## 1056 495
## 1057 505
## 1058 505
## 1059 505
## 1060 310
## 1061 310
## 1062 310
## 1063 452
## 1064 452
## 1065 452
## 1066 285
## 1067 329
## 1068 329
## 1069 329
## 1070 479
## 1071 479
## 1072 479
## 1073 300
## 1074 300
## 1075 300
## 1076 500
## 1077 500
## 1078 500
## 1079 290
## 1080 290
## 1081 290
## 1082 310
## 1083 310
## 1084 310
## 1085 220
## 1086 220
## 1087 220
## 1088 411
## 1089 411
## 1090 411
## 1091 485
## 1092 485
## 1093 300
## 1094 300
## 1095 410
## 1096 410
## 1097 600
## 1098 600
## 1099 390
## 1100 390
## 1101 390
## 1102 285
## 1103 285
## 1104 285
## 1105 525
## 1106 525
## 1107 525
## 1108 330
## 1109 330
## 1110 525
## 1111 525
## 1112 330
## 1113 330
## 1114 330
## 1115 500
## 1116 500
## 1117 500
## 1118 300
## 1119 300
## 1120 300
## 1121 490
## 1122 490
## 1123 490
## 1124 454
## 1125 330
## 1126 330
## 1127 330
## 1128 460
## 1129 460
## 1130 460
## 1131 345
## 1132 345
## 1133 345
## 1134 334
## 1135 334
## 1136 494
## 1137 494
## 1138 510
## 1139 510
## 1140 535
## 1141 535
## 1142 535
## 1143 515
## 1144 515
## 1145 515
## 1146 535
## 1147 535
## 1148 535
## 1149 535
## 1150 535
## 1151 535
## 1152 540
## 1153 540
## 1154 540
## 1155 540
## 1156 545
## 1157 545
## 1158 545
## 1159 515
## 1160 515
## 1161 515
## 1162 525
## 1163 525
## 1164 525
## 1165 525
## 1166 510
## 1167 510
## 1168 510
## 1169 530
## 1170 530
## 1171 530
## 1172 535
## 1173 535
## 1174 535
## 1175 518
## 1176 518
## 1177 525
## 1178 525
## 1179 525
## 1180 525
## 1181 525
## 1182 480
## 1183 480
## 1184 440
## 1185 580
## 1186 580
## 1187 580
## 1188 680
## 1189 680
## 1190 680
## 1191 680
## 1192 600
## 1193 600
## 1194 670
## 1195 680
## 1196 680
## 1197 600
## 1198 480
## 1199 600
## 1200 600
## 1201 600
## 1202 720
## 1203 600
## 1204 308
## 1205 308
## 1206 413
## 1207 413
## 1208 528
## 1209 528
## 1210 308
## 1211 308
## 1212 418
## 1213 418
## 1214 528
## 1215 528
## 1216 308
## 1217 308
## 1218 413
## 1219 413
## 1220 528
## 1221 528
## 1222 255
## 1223 255
## 1224 255
## 1225 420
## 1226 420
## 1227 420
## 1228 275
## 1229 275
## 1230 275
## 1231 370
## 1232 370
## 1233 370
## 1234 500
## 1235 500
## 1236 500
## 1237 281
## 1238 281
## 1239 281
## 1240 446
## 1241 446
## 1242 446
## 1243 316
## 1244 316
## 1245 498
## 1246 498
## 1247 316
## 1248 316
## 1249 498
## 1250 498
## 1251 316
## 1252 316
## 1253 498
## 1254 498
## 1255 292
## 1256 292
## 1257 292
## 1258 487
## 1259 487
## 1260 487
## 1261 264
## 1262 264
## 1263 264
## 1264 358
## 1265 358
## 1266 358
## 1267 488
## 1268 488
## 1269 488
## 1270 295
## 1271 295
## 1272 295
## 1273 497
## 1274 497
## 1275 497
## 1276 280
## 1277 280
## 1278 390
## 1279 390
## 1280 515
## 1281 515
## 1282 313
## 1283 313
## 1284 313
## 1285 425
## 1286 425
## 1287 425
## 1288 328
## 1289 328
## 1290 328
## 1291 508
## 1292 508
## 1293 508
## 1294 445
## 1295 445
## 1296 445
## 1297 305
## 1298 305
## 1299 305
## 1300 405
## 1301 405
## 1302 405
## 1303 505
## 1304 505
## 1305 505
## 1306 294
## 1307 294
## 1308 294
## 1309 384
## 1310 384
## 1311 384
## 1312 509
## 1313 509
## 1314 509
## 1315 465
## 1316 465
## 1317 465
## 1318 465
## 1319 465
## 1320 465
## 1321 310
## 1322 310
## 1323 310
## 1324 380
## 1325 380
## 1326 380
## 1327 500
## 1328 500
## 1329 500
## 1330 260
## 1331 260
## 1332 260
## 1333 360
## 1334 360
## 1335 360
## 1336 485
## 1337 485
## 1338 485
## 1339 280
## 1340 280
## 1341 280
## 1342 480
## 1343 480
## 1344 480
## 1345 280
## 1346 280
## 1347 280
## 1348 480
## 1349 480
## 1350 480
## 1351 460
## 1352 460
## 1353 460
## 1354 292
## 1355 292
## 1356 292
## 1357 351
## 1358 351
## 1359 351
## 1360 519
## 1361 519
## 1362 519
## 1363 315
## 1364 315
## 1365 480
## 1366 480
## 1367 461
## 1368 461
## 1369 461
## 1370 325
## 1371 325
## 1372 325
## 1373 475
## 1374 475
## 1375 475
## 1376 348
## 1377 348
## 1378 348
## 1379 488
## 1380 488
## 1381 488
## 1382 490
## 1383 490
## 1384 490
## 1385 303
## 1386 483
## 1387 355
## 1388 355
## 1389 355
## 1390 495
## 1391 495
## 1392 495
## 1393 401
## 1394 567
## 1395 329
## 1396 329
## 1397 329
## 1398 474
## 1399 474
## 1400 474
## 1401 330
## 1402 510
## 1403 300
## 1404 300
## 1405 300
## 1406 470
## 1407 470
## 1408 470
## 1409 290
## 1410 290
## 1411 290
## 1412 390
## 1413 390
## 1414 390
## 1415 490
## 1416 490
## 1417 490
## 1418 290
## 1419 290
## 1420 290
## 1421 370
## 1422 370
## 1423 370
## 1424 490
## 1425 490
## 1426 490
## 1427 305
## 1428 305
## 1429 305
## 1430 473
## 1431 473
## 1432 473
## 1433 305
## 1434 305
## 1435 395
## 1436 395
## 1437 535
## 1438 535
## 1439 335
## 1440 335
## 1441 335
## 1442 475
## 1443 475
## 1444 475
## 1445 428
## 1446 428
## 1447 315
## 1448 315
## 1449 315
## 1450 495
## 1451 495
## 1452 495
## 1453 294
## 1454 294
## 1455 464
## 1456 464
## 1457 335
## 1458 335
## 1459 335
## 1460 480
## 1461 480
## 1462 480
## 1463 470
## 1464 470
## 1465 470
## 1466 319
## 1467 319
## 1468 319
## 1469 472
## 1470 472
## 1471 472
## 1472 305
## 1473 489
## 1474 489
## 1475 300
## 1476 300
## 1477 300
## 1478 440
## 1479 440
## 1480 440
## 1481 520
## 1482 520
## 1483 520
## 1484 275
## 1485 405
## 1486 515
## 1487 335
## 1488 335
## 1489 335
## 1490 485
## 1491 485
## 1492 485
## 1493 275
## 1494 275
## 1495 275
## 1496 370
## 1497 370
## 1498 370
## 1499 520
## 1500 520
## 1501 520
## 1502 320
## 1503 320
## 1504 320
## 1505 410
## 1506 410
## 1507 410
## 1508 540
## 1509 540
## 1510 540
## 1511 305
## 1512 305
## 1513 485
## 1514 485
## 1515 485
## 1516 305
## 1517 305
## 1518 305
## 1519 495
## 1520 495
## 1521 495
## 1522 471
## 1523 471
## 1524 471
## 1525 350
## 1526 350
## 1527 350
## 1528 510
## 1529 510
## 1530 510
## 1531 485
## 1532 485
## 1533 485
## 1534 303
## 1535 303
## 1536 303
## 1537 483
## 1538 483
## 1539 483
## 1540 340
## 1541 340
## 1542 340
## 1543 490
## 1544 490
## 1545 490
## 1546 490
## 1547 490
## 1548 490
## 1549 350
## 1550 350
## 1551 350
## 1552 510
## 1553 510
## 1554 510
## 1555 370
## 1556 370
## 1557 370
## 1558 510
## 1559 510
## 1560 510
## 1561 484
## 1562 484
## 1563 484
## 1564 484
## 1565 484
## 1566 484
## 1567 300
## 1568 420
## 1569 600
## 1570 360
## 1571 360
## 1572 550
## 1573 550
## 1574 580
## 1575 580
## 1576 580
## 1577 580
## 1578 580
## 1579 580
## 1580 580
## 1581 680
## 1582 680
## 1583 600
## 1584 600
## 1585 660
## 1586 580
## 1587 600
## 1588 600
## 1589 313
## 1590 313
## 1591 405
## 1592 405
## 1593 530
## 1594 530
## 1595 307
## 1596 307
## 1597 409
## 1598 409
## 1599 534
## 1600 534
## 1601 314
## 1602 314
## 1603 405
## 1604 405
## 1605 530
## 1606 530
## 1607 237
## 1608 237
## 1609 237
## 1610 423
## 1611 423
## 1612 423
## 1613 278
## 1614 278
## 1615 382
## 1616 382
## 1617 499
## 1618 499
## 1619 200
## 1620 200
## 1621 200
## 1622 213
## 1623 213
## 1624 411
## 1625 411
## 1626 411
## 1627 369
## 1628 369
## 1629 369
## 1630 507
## 1631 507
## 1632 507
## 1633 303
## 1634 303
## 1635 371
## 1636 371
## 1637 552
## 1638 552
## 1639 350
## 1640 350
## 1641 531
## 1642 531
## 1643 348
## 1644 348
## 1645 348
## 1646 495
## 1647 495
## 1648 495
## 1649 472
## 1650 355
## 1651 355
## 1652 355
## 1653 466
## 1654 466
## 1655 466
## 1656 325
## 1657 448
## 1658 520
## 1659 341
## 1660 341
## 1661 462
## 1662 462
## 1663 341
## 1664 341
## 1665 480
## 1666 480
## 1667 288
## 1668 288
## 1669 288
## 1670 482
## 1671 482
## 1672 482
## 1673 306
## 1674 306
## 1675 306
## 1676 500
## 1677 500
## 1678 500
## 1679 320
## 1680 320
## 1681 320
## 1682 494
## 1683 494
## 1684 494
## 1685 330
## 1686 500
## 1687 289
## 1688 289
## 1689 289
## 1690 481
## 1691 481
## 1692 481
## 1693 362
## 1694 362
## 1695 521
## 1696 521
## 1697 362
## 1698 362
## 1699 521
## 1700 521
## 1701 525
## 1702 525
## 1703 500
## 1704 500
## 1705 500
## 1706 431
## 1707 431
## 1708 431
## 1709 500
## 1710 500
## 1711 300
## 1712 300
## 1713 300
## 1714 452
## 1715 452
## 1716 452
## 1717 600
## 1718 600
## 1719 600
## 1720 470
## 1721 470
## 1722 309
## 1723 309
## 1724 309
## 1725 474
## 1726 474
## 1727 474
## 1728 335
## 1729 335
## 1730 335
## 1731 494
## 1732 494
## 1733 494
## 1734 304
## 1735 304
## 1736 304
## 1737 514
## 1738 514
## 1739 514
## 1740 245
## 1741 245
## 1742 245
## 1743 535
## 1744 535
## 1745 535
## 1746 680
## 1747 680
## 1748 600
## 1749 600
## 1750 600
## 1751 600
## 1752 600
## 1753 600
## 1754 600
## 1755 424
## 1756 424
## 1757 424
## 1758 424
## 1759 600
## 1760 680
## 1761 520
## 1762 520
## 1763 520
## 1764 520
## 1765 520
## 1766 420
## 1767 420
## 1768 420
## 1769 460
## 1770 460
## 1771 460
## 1772 540
## 1773 540
## 1774 600
## 1775 580
## 1776 580
## 1777 600
## 1778 700
## 1779 700
## 1780 580
## 1781 466
## 1782 466
## 1783 466
## 1784 520
## 1785 335
## 1786 335
## 1787 335
## 1788 335
## 1789 335
## 1790 335
## 1791 335
## 1792 335
## 1793 335
## 1794 494
## 1795 494
## 1796 494
## 1797 494
## 1798 494
## 1799 494
## 1800 494
## 1801 494
## 1802 494
## 1803 625
## 1804 634
## 1805 634
## 1806 630
## 1807 590
## 1808 600
## 1809 590
## 1810 600
## 1811 640
## 1812 615
## 1813 780
## 1814 780
## 1815 610
## 1816 600
## 1817 600
## 1818 600
## 1819 700
## 1820 630
## 1821 618
## 1822 480
## 1823 630
## 1824 510
## 1825 575
## 1826 555
## 1827 565
## 1828 700
## 1829 625
## 1830 594
## 1831 551
## 1832 551
## 1833 700
## 1834 700
## 1835 635
## 1836 630
## 1837 480
## 1838 590
## 1839 618
## 1840 545
## 1841 560
## 1842 590
## 1843 610
## 1844 579
## 1845 580
## 1846 700
## 1847 700
## 1848 770
## 1849 770
## 1850 780
## 1851 320
## 1852 320
## 1853 320
## 1854 320
## 1855 320
## 1856 320
## 1857 320
## 1858 320
## 1859 320
## 1860 320
## 1861 320
## 1862 320
## 1863 680
## 1864 560
## 1865 580
## 1866 700
## 1867 495Now that we have all of the pokemon, their abilities, and base stats, lets see how many abilities and how many of each one there are.
ability_nums = dbGetQuery(pokemonDatabase, "
SELECT DISTINCT ability_id
FROM pokemon_abilities")
dim(ability_nums)[1]## [1] 191dbGetQuery(pokemonDatabase, "
SELECT ability_id, COUNT(ability_id)
FROM pokemon_abilities
GROUP BY ability_id
")## ability_id COUNT(ability_id)
## 1 1 7
## 2 2 2
## 3 3 12
## 4 4 8
## 5 5 36
## 6 6 18
## 7 7 10
## 8 8 20
## 9 9 21
## 10 10 7
## 11 11 22
## 12 12 20
## 13 13 6
## 14 14 9
## 15 15 20
## 16 16 1
## 17 17 3
## 18 18 18
## 19 19 7
## 20 20 20
## 21 21 5
## 22 22 29
## 23 23 6
## 24 24 6
## 25 25 1
## 26 26 40
## 27 27 7
## 28 28 15
## 29 29 13
## 30 30 15
## 31 31 22
## 32 32 13
## 33 33 39
## 34 34 35
## 35 35 6
## 36 36 6
## 37 37 6
## 38 38 16
## 39 39 27
## 40 40 3
## 41 41 11
## 42 42 5
## 43 43 12
## 44 44 11
## 45 45 4
## 46 46 28
## 47 47 22
## 48 48 15
## 49 49 16
## 50 50 24
## 51 51 32
## 52 52 9
## 53 53 21
## 54 54 3
## 55 55 18
## 56 56 13
## 57 57 8
## 58 58 6
## 59 59 4
## 60 60 8
## 61 61 16
## 62 62 21
## 63 63 3
## 64 64 4
## 65 65 20
## 66 66 20
## 67 67 20
## 68 68 24
## 69 69 20
## 70 70 4
## 71 71 3
## 72 72 12
## 73 73 2
## 74 74 3
## 75 75 22
## 76 76 1
## 77 77 7
## 78 78 4
## 79 79 18
## 80 80 10
## 81 81 8
## 82 82 19
## 83 83 7
## 84 84 12
## 85 85 2
## 86 86 5
## 87 87 7
## 88 88 4
## 89 89 12
## 90 90 3
## 91 91 11
## 92 92 7
## 93 93 21
## 94 94 9
## 95 95 9
## 96 96 2
## 97 97 14
## 98 98 10
## 99 99 9
## 100 100 1
## 101 101 15
## 102 102 14
## 103 103 7
## 104 104 18
## 105 105 9
## 106 106 8
## 107 107 9
## 108 108 6
## 109 109 7
## 110 110 9
## 111 111 3
## 112 112 1
## 113 113 11
## 114 114 7
## 115 115 14
## 116 116 4
## 117 117 5
## 118 118 2
## 119 119 26
## 120 120 12
## 121 121 1
## 122 122 1
## 123 123 1
## 124 124 7
## 125 125 26
## 126 126 7
## 127 127 19
## 128 128 12
## 129 129 2
## 130 130 5
## 131 131 8
## 132 132 8
## 133 133 16
## 134 134 5
## 135 135 5
## 136 136 2
## 137 137 1
## 138 138 2
## 139 139 5
## 140 140 16
## 141 141 7
## 142 142 19
## 143 143 7
## 144 144 17
## 145 145 12
## 146 146 6
## 147 147 4
## 148 148 12
## 149 149 2
## 150 150 1
## 151 151 21
## 152 152 2
## 153 153 13
## 154 154 10
## 155 155 11
## 156 156 6
## 157 157 16
## 158 158 14
## 159 159 16
## 160 160 2
## 161 161 2
## 162 162 1
## 163 163 2
## 164 164 2
## 165 165 2
## 166 166 4
## 167 167 3
## 168 168 4
## 169 169 1
## 170 170 6
## 171 171 3
## 172 172 8
## 173 173 3
## 174 174 3
## 175 175 2
## 176 176 2
## 177 177 3
## 178 178 3
## 179 179 2
## 180 180 4
## 181 181 5
## 182 182 3
## 183 183 3
## 184 184 2
## 185 185 1
## 186 186 1
## 187 187 1
## 188 188 1
## 189 189 1
## 190 190 1
## 191 191 1Research Question X:
Based on historical data, can we build a predictive model that estimates a Pokémon’s base stats based on its type, weight, height, and generation
dbListTables(pokemonDatabase)## [1] "abilities" "ability_changelog"
## [3] "ability_changelog_prose" "ability_flavor_text"
## [5] "ability_names" "ability_prose"
## [7] "berries" "berry_firmness"
## [9] "berry_firmness_names" "berry_flavors"
## [11] "characteristic_text" "characteristics"
## [13] "conquest_episode_names" "conquest_episode_warriors"
## [15] "conquest_episodes" "conquest_kingdom_names"
## [17] "conquest_kingdoms" "conquest_max_links"
## [19] "conquest_move_data" "conquest_move_displacement_prose"
## [21] "conquest_move_displacements" "conquest_move_effect_prose"
## [23] "conquest_move_effects" "conquest_move_range_prose"
## [25] "conquest_move_ranges" "conquest_pokemon_abilities"
## [27] "conquest_pokemon_evolution" "conquest_pokemon_moves"
## [29] "conquest_pokemon_stats" "conquest_stat_names"
## [31] "conquest_stats" "conquest_transformation_pokemon"
## [33] "conquest_transformation_warriors" "conquest_warrior_archetypes"
## [35] "conquest_warrior_names" "conquest_warrior_rank_stat_map"
## [37] "conquest_warrior_ranks" "conquest_warrior_skill_names"
## [39] "conquest_warrior_skills" "conquest_warrior_specialties"
## [41] "conquest_warrior_stat_names" "conquest_warrior_stats"
## [43] "conquest_warrior_transformation" "conquest_warriors"
## [45] "contest_combos" "contest_effect_prose"
## [47] "contest_effects" "contest_type_names"
## [49] "contest_types" "egg_group_prose"
## [51] "egg_groups" "encounter_condition_prose"
## [53] "encounter_condition_value_map" "encounter_condition_value_prose"
## [55] "encounter_condition_values" "encounter_conditions"
## [57] "encounter_method_prose" "encounter_methods"
## [59] "encounter_slots" "encounters"
## [61] "evolution_chains" "evolution_trigger_prose"
## [63] "evolution_triggers" "experience"
## [65] "genders" "generation_names"
## [67] "generations" "growth_rate_prose"
## [69] "growth_rates" "item_categories"
## [71] "item_category_prose" "item_flag_map"
## [73] "item_flag_prose" "item_flags"
## [75] "item_flavor_summaries" "item_flavor_text"
## [77] "item_fling_effect_prose" "item_fling_effects"
## [79] "item_game_indices" "item_names"
## [81] "item_pocket_names" "item_pockets"
## [83] "item_prose" "items"
## [85] "language_names" "languages"
## [87] "location_area_encounter_rates" "location_area_prose"
## [89] "location_areas" "location_game_indices"
## [91] "location_names" "locations"
## [93] "machines" "move_battle_style_prose"
## [95] "move_battle_styles" "move_changelog"
## [97] "move_damage_class_prose" "move_damage_classes"
## [99] "move_effect_changelog" "move_effect_changelog_prose"
## [101] "move_effect_prose" "move_effects"
## [103] "move_flag_map" "move_flag_prose"
## [105] "move_flags" "move_flavor_summaries"
## [107] "move_flavor_text" "move_meta"
## [109] "move_meta_ailment_names" "move_meta_ailments"
## [111] "move_meta_categories" "move_meta_category_prose"
## [113] "move_meta_stat_changes" "move_names"
## [115] "move_target_prose" "move_targets"
## [117] "moves" "nature_battle_style_preferences"
## [119] "nature_names" "nature_pokeathlon_stats"
## [121] "natures" "pal_park"
## [123] "pal_park_area_names" "pal_park_areas"
## [125] "pokeathlon_stat_names" "pokeathlon_stats"
## [127] "pokedex_prose" "pokedex_version_groups"
## [129] "pokedexes" "pokemon"
## [131] "pokemon_abilities" "pokemon_color_names"
## [133] "pokemon_colors" "pokemon_dex_numbers"
## [135] "pokemon_egg_groups" "pokemon_evolution"
## [137] "pokemon_form_generations" "pokemon_form_names"
## [139] "pokemon_form_pokeathlon_stats" "pokemon_forms"
## [141] "pokemon_game_indices" "pokemon_habitat_names"
## [143] "pokemon_habitats" "pokemon_items"
## [145] "pokemon_move_method_prose" "pokemon_move_methods"
## [147] "pokemon_moves" "pokemon_shape_prose"
## [149] "pokemon_shapes" "pokemon_species"
## [151] "pokemon_species_flavor_summaries" "pokemon_species_flavor_text"
## [153] "pokemon_species_names" "pokemon_species_prose"
## [155] "pokemon_stats" "pokemon_types"
## [157] "region_names" "regions"
## [159] "stat_names" "stats"
## [161] "super_contest_combos" "super_contest_effect_prose"
## [163] "super_contest_effects" "type_efficacy"
## [165] "type_game_indices" "type_names"
## [167] "types" "version_group_pokemon_move_methods"
## [169] "version_group_regions" "version_groups"
## [171] "version_names" "versions"dbDisconnect(pokemonDatabase)